diff --git a/apps/desktop/src/gui/application/gui_application.cpp b/apps/desktop/src/gui/application/gui_application.cpp
index de805235..bce17067 100644
--- a/apps/desktop/src/gui/application/gui_application.cpp
+++ b/apps/desktop/src/gui/application/gui_application.cpp
@@ -1029,7 +1029,6 @@ void GuiApplication::InitializeSettings() {
   localization_language_ =
       static_cast<ConfigCenter::LANGUAGE>(localization_language_index_);
   privacy_.SetText({
-      localization::privacy_verification[localization_language_index_],
       localization::privacy_screen_unlock_hint[localization_language_index_]});
 }
 
@@ -1237,6 +1236,8 @@ void GuiApplication::ResetSettingsUi() {
   ui_->main->set_capture_method_visible(true);
   ui_->main->set_capture_method_index(
       static_cast<int>(config_center_->GetScreenCaptureMethod()));
+#endif
+#if defined(_WIN32) || defined(__APPLE__)
   ui_->main->set_privacy_setting_available(true);
 #else
   ui_->main->set_privacy_setting_available(false);
@@ -2569,14 +2570,10 @@ void GuiApplication::SyncStreamWindow() {
     const int language = localization_language_index_;
     std::string text = !connected || !props->privacy_status_received_
         ? localization::privacy_screen[language]
-        : controls.timeout || controls.stale ? localization::privacy_timeout[language]
-        : controls.warning ? localization::privacy_paused[language]
+        : controls.unsupported ? localization::privacy_unsupported[language]
         : controls.enabled ? localization::privacy_on[language]
-        : !status.supported ? localization::privacy_unsupported[language]
         : controls.off ? localization::privacy_off[language]
         : localization::privacy_screen[language];
-    if (connected && controls.warning && status.reason[0] != '\0')
-      text += std::string("\n") + status.reason;
     (*ui_->stream)->set_privacy_status_text(UiText(text));
   }
   int remote_cursor_shape =
@@ -2822,13 +2819,17 @@ void GuiApplication::SyncServerWindow() {
                     });
   }
 
-  // Keep the local connection panel out of captured privacy sessions and
-  // transitions; it is unnecessary while the physical screens are covered.
+  // macOS covers the local panel with capture-excluded privacy windows. Keep
+  // the panel alive so remote controllers can still see and operate it.
+  bool show_controller_window = has_connected_controller;
+#if !defined(__APPLE__)
+  // Preserve the existing panel behavior on other platforms.
   const auto privacy_status = privacy_.Snapshot();
   const bool privacy_covering = privacy_status.overlay_active ||
       privacy_status.state == PrivacyState::starting ||
       privacy_status.state == PrivacyState::stopping;
-  const bool show_controller_window = has_connected_controller && !privacy_covering;
+  show_controller_window = show_controller_window && !privacy_covering;
+#endif
   if (show_controller_window && !ui_->server) {
     ui_->server.emplace(ui::ServerWindow::create());
     RegisterFontAwesome((*ui_->server)->window());
@@ -2998,7 +2999,6 @@ void GuiApplication::SaveSettingsFromUi() {
   localization_language_index_ = language_button_value_;
   config_center_->SetLanguage(localization_language_);
   privacy_.SetText({
-      localization::privacy_verification[localization_language_index_],
       localization::privacy_screen_unlock_hint[localization_language_index_]});
   config_center_->SetVideoQuality(
       static_cast<ConfigCenter::VIDEO_QUALITY>(video_quality_button_value_));
@@ -3026,6 +3026,8 @@ void GuiApplication::SaveSettingsFromUi() {
   }
   main->set_capture_method_index(
       static_cast<int>(config_center_->GetScreenCaptureMethod()));
+#endif
+#if defined(_WIN32) || defined(__APPLE__)
   if (config_center_->SetPrivacyScreen(main->get_privacy_on_connect_enabled()) !=
       0) {
     main->set_privacy_on_connect_enabled(
@@ -3365,7 +3367,7 @@ void GuiApplication::Cleanup() {
 #if _WIN32 && CROSSDESK_PORTABLE
   JoinPortableWindowsServiceInstallThread();
 #endif
-  privacy_.Fail("Application exiting; remote operation paused");
+  privacy_.Disable();
   clipboard_.Shutdown();
   keyboard_.ForceReleasePressedKeys();
   keyboard_.ReleaseAllRemotePressedKeys("application_exit");
diff --git a/apps/desktop/src/gui/assets/localization/localization_data.h b/apps/desktop/src/gui/assets/localization/localization_data.h
index 392865af..82e9dc2d 100644
--- a/apps/desktop/src/gui/assets/localization/localization_data.h
+++ b/apps/desktop/src/gui/assets/localization/localization_data.h
@@ -22,12 +22,10 @@ struct TranslationRow {
 #define CROSSDESK_LOCALIZATION_ALL(X)                                          \
   X(privacy_screen, u8"隐私屏", "Privacy screen", u8"Приватный экран") \
   X(privacy_enable, u8"开启隐私屏", "Enable privacy screen", u8"Включить приватный экран") \
-  X(privacy_disable, u8"关闭隐私屏 / 恢复操作", "Turn privacy off / recover", u8"Выключить / восстановить") \
+  X(privacy_disable, u8"关闭隐私屏", "Disable privacy screen", u8"Выключить приватный экран") \
   X(privacy_on, u8"隐私屏：已开启", "Privacy screen: on", u8"Приватный экран: включён") \
   X(privacy_off, u8"隐私屏：已关闭", "Privacy screen: off", u8"Приватный экран: выключен") \
-  X(privacy_unsupported, u8"隐私屏：被控端暂不支持", "Privacy screen: unavailable on this host", u8"Приватный экран: недоступен на узле") \
-  X(privacy_timeout, u8"隐私屏状态未知：被控端确认超时，可关闭后重试", "Privacy state unknown: host confirmation timed out; turn off to recover", u8"Статус неизвестен: время ожидания истекло") \
-  X(privacy_paused, u8"隐私保护未就绪，远程操作已暂停。点击隐私屏按钮关闭并恢复。", "Privacy protection is not ready; remote operation paused. Click the privacy screen button to turn it off and recover.", u8"Приватность не готова; нажмите кнопку приватного экрана для выключения и восстановления управления.") \
+  X(privacy_unsupported, u8"隐私屏：不可用", "Privacy screen: unavailable", u8"Приватный экран: недоступен") \
   X(local_desktop, u8"本桌面", "Local Desktop", u8"Локальный рабочий стол")    \
   X(local_id, u8"本机ID", "Local ID", u8"Локальный ID")                        \
   X(local_id_copied_to_clipboard, u8"已复制到剪贴板", "Copied to clipboard",   \
@@ -250,8 +248,6 @@ struct TranslationRow {
     u8"Для работы приложения требуются следующие разрешения:")                 \
   X(show_main_window, u8"显示主界面", "Show Main Window",                    \
     u8"Показать главное окно")                                                \
-  X(privacy_verification, u8"隐私屏验证", "Privacy screen verification",       \
-    u8"Проверка приватности")                                                \
   X(privacy_screen_unlock_hint, u8"按下快捷键，解除隐私屏",                    \
     "To turn off the privacy screen, press",                                 \
     u8"Чтобы отключить приватный экран, нажмите")                             \
diff --git a/apps/desktop/src/gui/features/devices/session_device_manager.cpp b/apps/desktop/src/gui/features/devices/session_device_manager.cpp
index 8d506627..2b9ad77a 100644
--- a/apps/desktop/src/gui/features/devices/session_device_manager.cpp
+++ b/apps/desktop/src/gui/features/devices/session_device_manager.cpp
@@ -32,7 +32,7 @@ SessionDeviceManager::SessionDeviceManager(GuiRuntime &owner)
                 SpeakerCapturerFactory().Create());
           },
           [this](unsigned char *data, size_t size, const char *) {
-            if (!owner_.peer_ || !owner_.privacy_.RemoteAllowed()) return;
+            if (!owner_.peer_) return;
             MiniRtcAudioFrame frame{};
             frame.data = reinterpret_cast<const char *>(data);
             frame.size = size;
@@ -79,9 +79,9 @@ int SessionDeviceManager::InitializeScreenCapturer() {
     screen_capturer_ =
         static_cast<ScreenCapturer *>(screen_capturer_factory_->Create());
   }
+  screen_capturer_->SetPrivacyController(&owner_.privacy_);
 #ifdef _WIN32
   if (auto windows = dynamic_cast<ScreenCapturerWin*>(screen_capturer_)) {
-    windows->SetPrivacyController(&owner_.privacy_);
     windows->SetCaptureMethod(owner_.config_center_->GetScreenCaptureMethod());
   }
 #endif
@@ -102,7 +102,6 @@ int SessionDeviceManager::InitializeScreenCapturer() {
       fps, [this, fps](unsigned char *data, int size, int width, int height,
                        const char *display_name,
                        const MiniRtcNativeVideoFrame *native_frame) {
-        if (!owner_.privacy_.RemoteAllowed()) return;
         const auto now_time = std::chrono::steady_clock::now();
         if (!ShouldSendCapturedFrame(now_time, fps)) {
           return;
@@ -165,9 +164,6 @@ int SessionDeviceManager::InitializeScreenCapturer() {
         }
 
         MiniRtcVideoFrame frame{};
-        // A new controller can connect after this callback's first gate check
-        // while it is collecting the Connected peer IDs above.
-        if (!owner_.privacy_.RemoteAllowed()) return;
         frame.data = reinterpret_cast<const char *>(data);
         frame.size = size;
         frame.width = width;
@@ -530,7 +526,6 @@ bool SessionDeviceManager::SendKeyboardCommand(int key_code, bool is_down,
 
 void SessionDeviceManager::SendMouseCommand(const RemoteAction &action,
                                             int selected_display) {
-  if (!owner_.privacy_.RemoteAllowed()) return;
   if (mouse_controller_) {
     mouse_controller_->SendMouseCommand(action, selected_display);
   }
diff --git a/apps/desktop/src/gui/features/input/keyboard_controller.cpp b/apps/desktop/src/gui/features/input/keyboard_controller.cpp
index 0720ccb4..8b2ca70c 100644
--- a/apps/desktop/src/gui/features/input/keyboard_controller.cpp
+++ b/apps/desktop/src/gui/features/input/keyboard_controller.cpp
@@ -212,13 +212,11 @@ int KeyboardController::SendKeyCommand(int key_code, bool is_down,
 
 bool KeyboardController::InjectRemoteKey(int key_code, bool is_down,
                                          uint32_t scan_code, bool extended) {
-  if (is_down && !owner_.privacy_.RemoteAllowed()) return false;
 #if _WIN32
   if (owner_.privacy_.Engaged() && !IsWindowsPrivacyDesktopAvailable()) {
-    owner_.privacy_.Fail("Secure desktop or locked session; remote key injection paused");
-    return false;
+    owner_.privacy_.Fail("Secure desktop or locked session; privacy screen will turn off");
   }
-  if (!owner_.privacy_.Engaged() && owner_.local_service_status_received_ &&
+  if (owner_.local_service_status_received_ &&
       IsSecureDesktopInteractionRequired(owner_.local_interactive_stage_)) {
     const std::string response = SendCrossDeskSecureDesktopKeyInput(
         key_code, is_down, scan_code, extended, 1000);
@@ -252,7 +250,6 @@ bool KeyboardController::InjectRemoteKey(int key_code, bool is_down,
   }
 #endif
   // Recheck after the desktop query; key-up cleanup remains allowed while paused.
-  if (is_down && !owner_.privacy_.RemoteAllowed()) return false;
   return owner_.devices_.SendKeyboardCommand(key_code, is_down, scan_code,
                                              extended);
 }
diff --git a/apps/desktop/src/gui/runtime/gui_runtime.h b/apps/desktop/src/gui/runtime/gui_runtime.h
index b4261951..09ed85a0 100644
--- a/apps/desktop/src/gui/runtime/gui_runtime.h
+++ b/apps/desktop/src/gui/runtime/gui_runtime.h
@@ -98,7 +98,6 @@ class GuiRuntime : protected gui_detail::GuiState {
   std::deque<std::pair<std::string, PrivacyCommand>> privacy_commands_;
   uint32_t last_privacy_revision_ = 0;
   uint64_t last_privacy_status_tick_ = 0;
-  bool privacy_was_paused_ = false;
   ClipboardController clipboard_;
   SessionDeviceManager devices_;
   FileTransferManager transfers_;
diff --git a/apps/desktop/src/gui/runtime/peer_data_callbacks.cpp b/apps/desktop/src/gui/runtime/peer_data_callbacks.cpp
index 62ed24f8..0aaea420 100644
--- a/apps/desktop/src/gui/runtime/peer_data_callbacks.cpp
+++ b/apps/desktop/src/gui/runtime/peer_data_callbacks.cpp
@@ -88,8 +88,6 @@ void PeerEventHandler::OnReceiveDataBuffer(
   }
 
   std::string source_id = std::string(src_id, src_id_size);
-  if (!runtime->privacy_.RemoteAllowed() &&
-      (source_id == runtime->clipboard_label_ || source_id == runtime->file_label_)) return;
   if (source_id == runtime->file_label_) {
     std::string remote_user_id = std::string(user_id, user_id_size);
 
@@ -185,11 +183,9 @@ void PeerEventHandler::OnReceiveDataBuffer(
                                 remote_action.type == ControlType::keyboard_state;
     if (!keyboard_input && runtime->privacy_.Engaged() &&
         !IsWindowsPrivacyDesktopAvailable()) {
-      runtime->privacy_.Fail("Secure desktop or lock screen; privacy cannot cover system security UI. Remote input paused.");
-      return;
+      runtime->privacy_.Fail("Secure desktop or lock screen; privacy screen will turn off");
     }
 #endif
-    if (!runtime->privacy_.RemoteAllowed()) return;
   }
   if (remote_action.type == ControlType::service_status) {
     if (auto props = runtime->FindRemoteSession(remote_id)) {
@@ -200,8 +196,7 @@ void PeerEventHandler::OnReceiveDataBuffer(
 
   if (remote_action.type == ControlType::service_command) {
     if (runtime->privacy_.Engaged()) {
-      runtime->privacy_.Fail("Security shortcuts require leaving privacy mode; remote operation paused. Turn privacy off first.");
-      return;
+      runtime->privacy_.Fail("Security shortcut requested; privacy screen will turn off");
     }
 #if _WIN32
     if (remote_action.c.flag == ServiceCommandFlag::send_sas) {
@@ -306,7 +301,7 @@ void PeerEventHandler::OnReceiveDataBuffer(
           std::chrono::steady_clock::now();
     }
 #if _WIN32
-    if (!runtime->privacy_.Engaged() && runtime->local_service_status_received_ &&
+    if (runtime->local_service_status_received_ &&
         IsSecureDesktopInteractionRequired(runtime->local_interactive_stage_) &&
         remote_action.type != ControlType::keyboard &&
         remote_action.type != ControlType::keyboard_state) {
diff --git a/apps/desktop/src/gui/runtime/peer_event_handler.cpp b/apps/desktop/src/gui/runtime/peer_event_handler.cpp
index c98e3e2e..f8a33b69 100644
--- a/apps/desktop/src/gui/runtime/peer_event_handler.cpp
+++ b/apps/desktop/src/gui/runtime/peer_event_handler.cpp
@@ -405,14 +405,14 @@ void PeerEventHandler::OnConnectionStatus(ConnectionStatus status,
     runtime->show_connection_status_window_ = true;
     {
       std::unique_lock lock(runtime->connection_status_mutex_);
-#ifdef _WIN32
+#if defined(_WIN32) || defined(__APPLE__)
       if (status == ConnectionStatus::Connected &&
           runtime->config_center_->IsEnablePrivacyScreen() &&
           std::none_of(runtime->connection_status_.begin(),
                        runtime->connection_status_.end(), [](const auto& entry) {
                          return entry.second == ConnectionStatus::Connected;
                        })) {
-        // Pause before Connected becomes observable by capture/input threads.
+        // Request optional privacy without delaying connection or capture.
         // Only the first controller takes over local input. A later join must
         // not release an existing controller's keys or re-enable privacy that
         // the current session explicitly turned off.
diff --git a/apps/desktop/src/gui/runtime/privacy_control_state.h b/apps/desktop/src/gui/runtime/privacy_control_state.h
index 6b21d6cc..91181c55 100644
--- a/apps/desktop/src/gui/runtime/privacy_control_state.h
+++ b/apps/desktop/src/gui/runtime/privacy_control_state.h
@@ -18,38 +18,33 @@ struct PrivacyControlState {
   bool enabled = false;
   bool off = false;
   bool unsupported = false;
-  bool warning = false;
-  bool stale = false;
-  bool timeout = false;
   bool can_toggle = false;
 };
 
 // Use the same host-confirmed state for presentation and command admission.
-// An engaged or failed screen can still be disabled when its status goes stale.
+// Missing confirmation or a failure makes only this toolbar control unavailable.
 inline PrivacyControlState GetPrivacyControlState(
     const PrivacyStatus& status, bool received, bool command_pending,
     uint64_t status_age_ms, uint64_t command_age_ms) {
   PrivacyControlState result;
-  result.timeout = command_pending && command_age_ms > 15000;
-  result.stale = received && status_age_ms > 5000;
-  const bool request_pending = command_pending && !result.timeout;
-  const bool fresh = received && !result.stale;
+  const bool timeout = command_pending && command_age_ms > 15000;
+  result.unsupported = timeout ||
+      (received && (status_age_ms > 5000 || !status.supported ||
+                    status.state == PrivacyState::failed));
+  if (result.unsupported) return result;
+
   result.active = status.overlay_active || status.remote_paused ||
                   status.state == PrivacyState::on ||
                   status.state == PrivacyState::starting ||
                   status.state == PrivacyState::stopping ||
                   status.state == PrivacyState::failed;
   // A command in flight only gates repeated clicks; it adds no display state.
-  result.enabled = fresh && !result.timeout &&
+  result.enabled = received &&
                    status.state == PrivacyState::on && status.overlay_active &&
                    !status.remote_paused;
-  result.off = fresh && !result.timeout &&
+  result.off = received &&
                status.state == PrivacyState::off && !result.active;
-  result.unsupported = received && !status.supported;
-  result.warning = result.timeout || result.stale ||
-      (received && status.state == PrivacyState::failed);
-  result.can_toggle = !request_pending &&
-                      (result.active || (fresh && status.supported));
+  result.can_toggle = !command_pending && (result.active || received);
   return result;
 }
 
diff --git a/apps/desktop/src/gui/runtime/privacy_runtime.cpp b/apps/desktop/src/gui/runtime/privacy_runtime.cpp
index 3da6148c..0083eb13 100644
--- a/apps/desktop/src/gui/runtime/privacy_runtime.cpp
+++ b/apps/desktop/src/gui/runtime/privacy_runtime.cpp
@@ -44,20 +44,6 @@ void GuiRuntime::HandlePrivacy() {
     last_privacy_status_tick_ = 0;
   }
   const auto status = privacy_.Snapshot();
-  if (status.remote_paused && !privacy_was_paused_) {
-    keyboard_.ReleaseAllRemotePressedKeys("privacy_paused");
-  }
-#ifdef _WIN32
-  if (status.remote_paused && IsWindowsPrivacyDesktopAvailable())
-    devices_.ReleaseRemoteMouseButtons();
-#endif
-  if (privacy_was_paused_ && !status.remote_paused &&
-      status.state == PrivacyState::off && start_screen_capturer_) {
-    // A capture failure may have stopped the underlying capturer. Reuse the
-    // normal start/retry path when the user explicitly leaves privacy mode.
-    screen_capturer_is_started_ = devices_.StartScreenCapturer() == 0;
-  }
-  privacy_was_paused_ = status.remote_paused;
   const uint64_t now = SDL_GetTicks();
   if (!peer_ || (last_privacy_status_tick_ != 0 &&
                  status.revision == last_privacy_revision_ &&
diff --git a/apps/desktop/src/platform/macos/gui/runtime/cursor_state_provider_mac.mm b/apps/desktop/src/platform/macos/gui/runtime/cursor_state_provider_mac.mm
index cbf9c46f..739aa7ff 100644
--- a/apps/desktop/src/platform/macos/gui/runtime/cursor_state_provider_mac.mm
+++ b/apps/desktop/src/platform/macos/gui/runtime/cursor_state_provider_mac.mm
@@ -11,6 +11,7 @@
 #include <vector>
 
 #include "runtime/cursor_position.h"
+#include "../../privacy/privacy_cursor_mac.h"
 
 namespace crossdesk {
 namespace {
@@ -161,7 +162,9 @@ bool CursorStateProvider::Sample(const std::vector<DisplayInfo>& displays,
 #pragma clang diagnostic push
 #pragma clang diagnostic ignored "-Wdeprecated-declarations"
   NSCursor* cursor = NSCursor.currentSystemCursor;
-  const bool visible = CGCursorIsVisible();
+  const bool privacy_hidden = IsMacPrivacyCursorHidden();
+  const bool visible = CGCursorIsVisible() || privacy_hidden;
+  if (!cursor && privacy_hidden) cursor = NSCursor.arrowCursor;
 #pragma clang diagnostic pop
 
   state->seq = 0;
diff --git a/apps/desktop/src/platform/macos/input/keyboard/keyboard_capturer.cpp b/apps/desktop/src/platform/macos/input/keyboard/keyboard_capturer.cpp
index ae9acf6c..f1a05fc6 100644
--- a/apps/desktop/src/platform/macos/input/keyboard/keyboard_capturer.cpp
+++ b/apps/desktop/src/platform/macos/input/keyboard/keyboard_capturer.cpp
@@ -4,6 +4,7 @@
 #include <unordered_map>
 
 #include "keyboard_converter.h"
+#include "../mac_injected_event.h"
 #include "rd_log.h"
 
 namespace crossdesk {
@@ -11,7 +12,6 @@ namespace crossdesk {
 static OnKeyAction g_on_key_action = nullptr;
 static void* g_user_ptr = nullptr;
 static std::unordered_map<int, int> g_unmapped_keycode_to_vk;
-constexpr int64_t kCrossDeskInjectedKeyboardEvent = 0x43524f5353444553;
 
 static int VkCodeFromUnicode(UniChar ch) {
   if (ch >= 'a' && ch <= 'z') {
@@ -106,7 +106,7 @@ CGEventRef eventCallback(CGEventTapProxy proxy, CGEventType type,
                          CGEventRef event, void* userInfo) {
   (void)proxy;
   if (CGEventGetIntegerValueField(event, kCGEventSourceUserData) ==
-      kCrossDeskInjectedKeyboardEvent) {
+      kCrossDeskInjectedEvent) {
     return event;
   }
   if (!g_on_key_action) {
@@ -309,7 +309,7 @@ int PlatformKeyboardCapturer::SendKeyboardCommand(int key_code, bool is_down,
 
     CGEventSetFlags(event, ToCGEventFlags(injected_flags));
     CGEventSetIntegerValueField(event, kCGEventSourceUserData,
-                               kCrossDeskInjectedKeyboardEvent);
+                               kCrossDeskInjectedEvent);
     CGEventPost(kCGHIDEventTap, event);
     CFRelease(event);
 
@@ -323,7 +323,7 @@ int PlatformKeyboardCapturer::SendKeyboardCommand(int key_code, bool is_down,
         return -1;
       }
       CGEventSetIntegerValueField(fn_release_event, kCGEventSourceUserData,
-                                 kCrossDeskInjectedKeyboardEvent);
+                                 kCrossDeskInjectedEvent);
       CGEventPost(kCGHIDEventTap, fn_release_event);
       CFRelease(fn_release_event);
     }
diff --git a/apps/desktop/src/platform/macos/input/mac_injected_event.h b/apps/desktop/src/platform/macos/input/mac_injected_event.h
new file mode 100644
index 00000000..e0f58565
--- /dev/null
+++ b/apps/desktop/src/platform/macos/input/mac_injected_event.h
@@ -0,0 +1,17 @@
+/*
+ * @Author: DI JUNKUN
+ * @Date: 2026-09-13
+ * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
+ */
+
+#ifndef _MAC_INJECTED_EVENT_H_
+#define _MAC_INJECTED_EVENT_H_
+
+#include <cstdint>
+
+namespace crossdesk {
+// Shared by the keyboard/mouse injectors and the privacy input tap.
+inline constexpr int64_t kCrossDeskInjectedEvent = 0x43524f5353444553;
+}
+
+#endif
\ No newline at end of file
diff --git a/apps/desktop/src/platform/macos/input/mouse/mouse_controller.cpp b/apps/desktop/src/platform/macos/input/mouse/mouse_controller.cpp
index 97b03e4f..9bc0007c 100644
--- a/apps/desktop/src/platform/macos/input/mouse/mouse_controller.cpp
+++ b/apps/desktop/src/platform/macos/input/mouse/mouse_controller.cpp
@@ -1,4 +1,5 @@
 #include "mouse_controller.h"
+#include "../mac_injected_event.h"
 
 #include <remote_action.h>
 
@@ -210,6 +211,8 @@ int PlatformMouseController::SendMouseCommand(RemoteAction remote_action,
   }
 
   if (mouse_event) {
+    CGEventSetIntegerValueField(mouse_event, kCGEventSourceUserData,
+                                kCrossDeskInjectedEvent);
     CGEventPost(kCGHIDEventTap, mouse_event);
     CFRelease(mouse_event);
   }
diff --git a/apps/desktop/src/platform/macos/privacy/privacy_backend_mac.mm b/apps/desktop/src/platform/macos/privacy/privacy_backend_mac.mm
new file mode 100644
index 00000000..7ae47d78
--- /dev/null
+++ b/apps/desktop/src/platform/macos/privacy/privacy_backend_mac.mm
@@ -0,0 +1,400 @@
+/* Copyright (c) 2026 by DI JUNKUN, All Rights Reserved. */
+
+#import <AppKit/AppKit.h>
+#import <ApplicationServices/ApplicationServices.h>
+
+#include <algorithm>
+#include <chrono>
+#include <deque>
+#include <functional>
+#include <cstdlib>
+#include <libproc.h>
+#include <mutex>
+#include <utility>
+#include <unistd.h>
+
+#include "privacy_backend.h"
+#include "privacy_capture_state.h"
+#include "privacy_cover_view.h"
+#include "privacy_cursor_mac.h"
+#include "rd_log.h"
+#include "../input/mac_injected_event.h"
+
+// These windows never take keyboard focus. Remote clicks pass through them;
+// physical input is intercepted independently on the controller's run loop.
+@interface CrossDeskPrivacyPanel : NSPanel
+@end
+@implementation CrossDeskPrivacyPanel
+- (BOOL)canBecomeKeyWindow { return NO; }
+- (BOOL)canBecomeMainWindow { return NO; }
+@end
+
+namespace crossdesk {
+namespace {
+using Clock = std::chrono::steady_clock;
+std::mutex tasks_mutex;
+std::deque<std::function<void()>> tasks;
+std::mutex capture_mutex;
+MacPrivacyCaptureState capture_state;
+
+void OnMain(std::function<void()> task) {
+  {
+    std::lock_guard lock(tasks_mutex);
+    tasks.push_back(std::move(task));
+  }
+  dispatch_async(dispatch_get_main_queue(), ^{ FlushMacPrivacyTasks(); });
+}
+
+void PublishCovers(std::vector<uint32_t> windows, uint32_t cursor_window = 0) {
+  {
+    std::lock_guard lock(capture_mutex);
+    capture_state.excluded_windows = std::move(windows);
+    capture_state.cursor_window = cursor_window;
+    ++capture_state.revision;
+  }
+  dispatch_async(dispatch_get_main_queue(), ^{
+    [NSNotificationCenter.defaultCenter postNotificationName:@"CrossDeskPrivacyCoversChanged"
+                                                     object:nil];
+  });
+}
+
+struct Monitor {
+  CGDirectDisplayID id = 0;
+  CGRect bounds{};  // CoreGraphics desktop coordinates (points).
+  NSRect frame{};   // AppKit desktop coordinates (bottom left).
+  CrossDeskPrivacyPanel* __strong cover = nil;
+};
+struct WindowState {
+  std::mutex mutex;
+  std::vector<Monitor> monitors;
+  bool recovered = true;
+  bool recovering = false;
+  bool covers_shown = false;
+  bool check_queued = false;
+  MacPrivacyCursor cursor;
+  std::string failure;
+  Clock::time_point checked = Clock::now();
+};
+
+CrossDeskPrivacyPanel* MakePanel(NSRect frame, NSInteger level) {
+  auto* panel = [[CrossDeskPrivacyPanel alloc]
+      initWithContentRect:frame
+                styleMask:NSWindowStyleMaskBorderless | NSWindowStyleMaskNonactivatingPanel
+                  backing:NSBackingStoreBuffered defer:NO];
+  panel.releasedWhenClosed = NO;
+  panel.hidesOnDeactivate = NO;
+  panel.opaque = YES;
+  panel.backgroundColor = NSColor.blackColor;
+  panel.hasShadow = NO;
+  panel.ignoresMouseEvents = YES;
+  panel.level = level;
+  panel.animationBehavior = NSWindowAnimationBehaviorNone;
+  panel.collectionBehavior = NSWindowCollectionBehaviorCanJoinAllSpaces |
+      NSWindowCollectionBehaviorFullScreenAuxiliary |
+      NSWindowCollectionBehaviorStationary |
+      NSWindowCollectionBehaviorIgnoresCycle;
+  // Exclusion is explicit in ScreenCaptureKit. SharingNone alone does not
+  // exclude windows on recent macOS releases, and can hide them from discovery.
+  panel.sharingType = NSWindowSharingReadOnly;
+  return panel;
+}
+
+bool IsSystemCursorPlane(NSDictionary* info, CGRect bounds) {
+  const auto layer = [info[(__bridge NSString*)kCGWindowLayer] intValue];
+  // WindowServer's cursor plane also carries small recording indicators.
+  // Validate both its geometry and executable identity before ignoring it.
+  if (layer != CGWindowLevelForKey(kCGCursorWindowLevelKey) ||
+      bounds.size.width <= 0 || bounds.size.height <= 0 ||
+      bounds.size.width > 512 || bounds.size.height > 512)
+    return false;
+  char executable[PROC_PIDPATHINFO_MAXSIZE]{};
+  const auto pid = [info[(__bridge NSString*)kCGWindowOwnerPID] intValue];
+  static const std::string system_executable = [] {
+    char resolved[PROC_PIDPATHINFO_MAXSIZE]{};
+    return realpath("/System/Library/PrivateFrameworks/SkyLight.framework/Resources/WindowServer",
+                    resolved) ? std::string(resolved) : std::string();
+  }();
+  return proc_pidpath(pid, executable, sizeof(executable)) > 0 &&
+      !system_executable.empty() && system_executable == executable;
+}
+
+std::string CoverageFailure(const std::vector<Monitor>& monitors) {
+  uint32_t count = 0;
+  if (CGGetActiveDisplayList(0, nullptr, &count) != kCGErrorSuccess || !count)
+    return "No active macOS desktop; privacy screen unavailable";
+  std::vector<CGDirectDisplayID> displays(count);
+  if (CGGetActiveDisplayList(count, displays.data(), &count) != kCGErrorSuccess ||
+      count != monitors.size())
+    return "Display topology changed; turn privacy off to recover";
+  for (const auto& m : monitors) {
+    if (std::find(displays.begin(), displays.end(), m.id) == displays.end() ||
+        !CGRectEqualToRect(CGDisplayBounds(m.id), m.bounds) ||
+        !m.cover.visible || !m.cover.isOnActiveSpace ||
+        !NSEqualRects(m.cover.frame, m.frame) || m.cover.alphaValue != 1.0)
+      return "Privacy cover or display geometry changed; privacy screen unavailable";
+  }
+  NSDictionary* session = CFBridgingRelease(CGSessionCopyCurrentDictionary());
+  if (!session || ![session[(__bridge NSString*)kCGSessionOnConsoleKey] boolValue])
+    return "macOS session is not on console; privacy screen unavailable";
+
+  NSArray* windows = CFBridgingRelease(CGWindowListCopyWindowInfo(
+      kCGWindowListOptionOnScreenOnly | kCGWindowListExcludeDesktopElements,
+      kCGNullWindowID));
+  if (!windows) return "Unable to verify macOS privacy window order";
+  for (const auto& m : monitors) {
+    bool found = false;
+    for (NSDictionary* info in windows) {
+      const auto window = [info[(__bridge NSString*)kCGWindowNumber] unsignedIntValue];
+      if (window == m.cover.windowNumber) { found = true; break; }
+      if ([info[(__bridge NSString*)kCGWindowAlpha] doubleValue] <= 0) continue;
+      CGRect bounds{};
+      if (!CGRectMakeWithDictionaryRepresentation(
+              (__bridge CFDictionaryRef)info[(__bridge NSString*)kCGWindowBounds], &bounds))
+        return "Unable to verify a window above the privacy cover";
+      if (CGRectIntersectsRect(bounds, m.bounds)) {
+        if (IsSystemCursorPlane(info, bounds)) continue;
+        LOG_WARN("macOS privacy overlap: window={}, pid={}, layer={}, alpha={}, "
+                 "bounds=({}, {}, {}, {}), cover={}, cover_level={}",
+                 window,
+                 [info[(__bridge NSString*)kCGWindowOwnerPID] intValue],
+                 [info[(__bridge NSString*)kCGWindowLayer] intValue],
+                 [info[(__bridge NSString*)kCGWindowAlpha] doubleValue],
+                 bounds.origin.x, bounds.origin.y, bounds.size.width, bounds.size.height,
+                 m.cover.windowNumber, m.cover.level);
+        return "A system or application window overlaps the privacy cover; privacy screen unavailable";
+      }
+    }
+    if (!found) return "Privacy cover disappeared; privacy screen unavailable";
+  }
+  return {};
+}
+
+class MacPrivacyBackend final : public PrivacyBackend {
+ public:
+  MacPrivacyBackend() : state_(std::make_shared<WindowState>()) {
+    loop_ = CFRunLoopGetCurrent();
+    CFRetain(loop_);
+    CFRunLoopSourceContext context{};
+    wake_source_ = CFRunLoopSourceCreate(nullptr, 0, &context);
+    CFRunLoopAddSource(loop_, wake_source_, kCFRunLoopDefaultMode);
+  }
+  ~MacPrivacyBackend() override {
+    Recover();
+    CFRunLoopRemoveSource(loop_, wake_source_, kCFRunLoopDefaultMode);
+    CFRelease(wake_source_);
+    CFRelease(loop_);
+  }
+  PrivacyCapabilities Query() override {
+    if (@available(macOS 14.0, *)) {
+      if (!CGPreflightScreenCaptureAccess())
+        return {false, false, "Grant Screen Recording permission to use privacy screen"};
+      if (!AXIsProcessTrusted())
+        return {false, false, "Grant Accessibility permission to protect local input and enable local recovery"};
+      if (!MacPrivacyCursor::Supported())
+        return {false, false, "Background cursor control unavailable on this macOS version"};
+      return {true, true, "macOS privacy screen available (ScreenCaptureKit)"};
+    }
+    return {false, false, "Privacy screen requires macOS 14 or newer"};
+  }
+  bool Enable(bool block_input, const PrivacyScreenText& text, std::string& error) override {
+    const auto caps = Query();
+    if (!caps.overlay) { error = caps.reason; return false; }
+    block_input_ = block_input;
+    emergency_ = false;
+    tap_failed_ = false;
+    CGEventMask mask = CGEventMaskBit(kCGEventKeyDown) | CGEventMaskBit(kCGEventKeyUp) |
+        CGEventMaskBit(kCGEventFlagsChanged) | CGEventMaskBit(kCGEventLeftMouseDown) |
+        CGEventMaskBit(kCGEventLeftMouseUp) | CGEventMaskBit(kCGEventRightMouseDown) |
+        CGEventMaskBit(kCGEventRightMouseUp) | CGEventMaskBit(kCGEventMouseMoved) |
+        CGEventMaskBit(kCGEventLeftMouseDragged) | CGEventMaskBit(kCGEventRightMouseDragged) |
+        CGEventMaskBit(kCGEventOtherMouseDown) | CGEventMaskBit(kCGEventOtherMouseUp) |
+        CGEventMaskBit(kCGEventOtherMouseDragged) | CGEventMaskBit(kCGEventScrollWheel) |
+        CGEventMaskBit(14); // NX_SYSDEFINED: media/brightness keys.
+    tap_ = CGEventTapCreate(kCGHIDEventTap, kCGHeadInsertEventTap,
+                           kCGEventTapOptionDefault, mask, Input, this);
+    if (!tap_) { error = "Cannot install macOS privacy input tap"; return false; }
+    tap_source_ = CFMachPortCreateRunLoopSource(nullptr, tap_, 0);
+    if (!tap_source_) { error = "Cannot create macOS privacy input run loop"; return false; }
+    CFRunLoopAddSource(loop_, tap_source_, kCFRunLoopDefaultMode);
+    CGEventTapEnable(tap_, true);
+    {
+      std::lock_guard lock(state_->mutex);
+      state_->recovered = false;
+      state_->failure.clear();
+      state_->checked = Clock::now();
+    }
+    auto state = state_;
+    OnMain([state, text] {
+      @autoreleasepool {
+        std::lock_guard lock(state->mutex);
+        if (!state->cursor.Prepare()) {
+          state->failure = "Cannot prepare the privacy cursor";
+          return;
+        }
+        std::vector<uint32_t> covers;
+        for (NSScreen* screen in NSScreen.screens) {
+          Monitor m;
+          m.id = [screen.deviceDescription[@"NSScreenNumber"] unsignedIntValue];
+          m.bounds = CGDisplayBounds(m.id);
+          m.frame = screen.frame;
+          NSView* content = CreateMacPrivacyCoverView(
+              NSMakeRect(0, 0, m.frame.size.width, m.frame.size.height),
+              [NSString stringWithUTF8String:text.unlock_hint.c_str()]);
+          if (!content) {
+            state->failure = "Could not load the CrossDesk privacy screen logo";
+            break;
+          }
+          m.cover = MakePanel(m.frame, CGWindowLevelForKey(kCGScreenSaverWindowLevelKey) + 1);
+          m.cover.contentView = content;
+          // Register transparent windows first. Make them opaque only after
+          // SCK has acknowledged exclusion, avoiding a black remote frame.
+          m.cover.alphaValue = 0;
+          [m.cover orderFrontRegardless];
+          covers.push_back(static_cast<uint32_t>(m.cover.windowNumber));
+          state->monitors.push_back(std::move(m));
+        }
+        PublishCovers(std::move(covers), state->cursor.WindowId());
+        if (state->monitors.empty()) state->failure = "No active macOS desktop";
+        state->checked = Clock::now();
+      }
+    });
+    return true;
+  }
+  void Recover() override {
+    if (tap_) { CGEventTapEnable(tap_, false); CFMachPortInvalidate(tap_); }
+    if (tap_source_) {
+      CFRunLoopRemoveSource(loop_, tap_source_, kCFRunLoopDefaultMode);
+      CFRelease(tap_source_); tap_source_ = nullptr;
+    }
+    if (tap_) { CFRelease(tap_); tap_ = nullptr; }
+    {
+      std::lock_guard lock(state_->mutex);
+      if (state_->recovered || state_->recovering) return;
+      state_->recovering = true;
+    }
+    auto state = state_;
+    OnMain([state] {
+      std::lock_guard lock(state->mutex);
+      for (auto& m : state->monitors) {
+        [m.cover orderOut:nil]; [m.cover close]; m.cover = nil;
+      }
+      state->monitors.clear();
+      state->covers_shown = false;
+      state->cursor.Restore();
+      PublishCovers({});
+      state->failure.clear();
+      state->recovering = false;
+      state->recovered = true;
+    });
+  }
+  bool IsRecovered() const override {
+    std::lock_guard lock(state_->mutex);
+    return state_->recovered && !tap_;
+  }
+  bool RecoveryPending() const override {
+    std::lock_guard lock(state_->mutex);
+    return state_->recovering;
+  }
+  PrivacyHealth Poll() override {
+    if (emergency_) { emergency_ = false; return {{}, true}; }
+    if (tap_ && (tap_failed_ || !CGEventTapIsEnabled(tap_) || !AXIsProcessTrusted()))
+      return {"Local input protection interrupted; privacy screen unavailable", false};
+    auto state = state_;
+    std::lock_guard lock(state->mutex);
+    if (state->recovered || state->recovering) return {};
+    if (!state->failure.empty()) return {state->failure, false};
+    const auto age = Clock::now() - state->checked;
+    if (age > std::chrono::seconds(1))
+      return {"macOS privacy window checks stopped responding; privacy screen unavailable", false};
+    if (!state->check_queued && age > std::chrono::milliseconds(100)) {
+      state->check_queued = true;
+      OnMain([state] {
+        std::lock_guard lock(state->mutex);
+        if (!state->recovered && !state->recovering && state->failure.empty()) {
+          const auto capture = GetMacPrivacyCaptureState();
+          if (!state->covers_shown && !state->monitors.empty() &&
+              capture.revision == capture.applied_revision) {
+            if (!state->cursor.Hide()) {
+              state->failure = "Cannot hide the local privacy cursor";
+              state->checked = Clock::now();
+              state->check_queued = false;
+              return;
+            }
+            for (auto& m : state->monitors) {
+              m.cover.alphaValue = 1;
+              [m.cover displayIfNeeded];
+              [m.cover orderFrontRegardless];
+            }
+            state->covers_shown = true;
+          }
+          if (state->covers_shown) {
+            state->failure = state->cursor.Healthy() ? CoverageFailure(state->monitors)
+                : "Cannot keep the local privacy cursor hidden";
+          }
+        }
+        state->checked = Clock::now();
+        state->check_queued = false;
+      });
+    }
+    const auto capture = GetMacPrivacyCaptureState();
+    return {{}, false, state->covers_shown &&
+                       capture.revision == capture.applied_revision};
+  }
+  void WaitForEvents(unsigned timeout_ms) override {
+    @autoreleasepool {
+      CFRunLoopRunInMode(kCFRunLoopDefaultMode, timeout_ms / 1000.0, true);
+    }
+  }
+  void Wake() override { CFRunLoopSourceSignal(wake_source_); CFRunLoopWakeUp(loop_); }
+ private:
+  static CGEventRef Input(CGEventTapProxy, CGEventType type, CGEventRef event, void* context) {
+    auto* self = static_cast<MacPrivacyBackend*>(context);
+    if (type == kCGEventTapDisabledByTimeout || type == kCGEventTapDisabledByUserInput) {
+      self->tap_failed_ = true;
+      CGEventTapEnable(self->tap_, true); // Keep the local recovery chord usable.
+      return event;
+    }
+    if (!event) return event;
+    if (CGEventGetIntegerValueField(event, kCGEventSourceUserData) == kCrossDeskInjectedEvent &&
+        CGEventGetIntegerValueField(event, kCGEventSourceUnixProcessID) == getpid()) return event;
+    const auto flags = CGEventGetFlags(event);
+    const auto chord = kCGEventFlagMaskControl | kCGEventFlagMaskAlternate | kCGEventFlagMaskShift;
+    if (type == kCGEventKeyDown && (flags & chord) == chord &&
+        CGEventGetIntegerValueField(event, kCGKeyboardEventKeycode) == 53) {
+      self->emergency_ = true;
+      return nullptr;
+    }
+    return self->block_input_ ? nullptr : event;
+  }
+  std::shared_ptr<WindowState> state_;
+  CFRunLoopRef loop_ = nullptr;
+  CFRunLoopSourceRef wake_source_ = nullptr;
+  CFMachPortRef tap_ = nullptr;
+  CFRunLoopSourceRef tap_source_ = nullptr;
+  bool block_input_ = false;
+  bool emergency_ = false;
+  bool tap_failed_ = false;
+};
+}  // namespace
+
+void FlushMacPrivacyTasks() {
+  if (![NSThread isMainThread]) return;
+  std::deque<std::function<void()>> pending;
+  {
+    std::lock_guard lock(tasks_mutex);
+    pending.swap(tasks);
+  }
+  @autoreleasepool { for (auto& task : pending) task(); }
+}
+MacPrivacyCaptureState GetMacPrivacyCaptureState() {
+  std::lock_guard lock(capture_mutex);
+  return capture_state;
+}
+void AcknowledgeMacPrivacyCapture(uint64_t revision) {
+  std::lock_guard lock(capture_mutex);
+  if (revision == capture_state.revision) capture_state.applied_revision = revision;
+}
+std::unique_ptr<PrivacyBackend> CreateMacPrivacyBackend() {
+  return std::make_unique<MacPrivacyBackend>();
+}
+}  // namespace crossdesk
diff --git a/apps/desktop/src/platform/macos/privacy/privacy_capture_state.h b/apps/desktop/src/platform/macos/privacy/privacy_capture_state.h
new file mode 100644
index 00000000..8ef906bf
--- /dev/null
+++ b/apps/desktop/src/platform/macos/privacy/privacy_capture_state.h
@@ -0,0 +1,23 @@
+/*
+ * @Author: DI JUNKUN
+ * @Date: 2026-09-13
+ * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
+ */
+#ifndef _PRIVACY_CAPTURE_STATE_H_
+#define _PRIVACY_CAPTURE_STATE_H_
+
+#include <cstdint>
+#include <vector>
+
+namespace crossdesk {
+struct MacPrivacyCaptureState {
+  uint64_t revision = 0;
+  uint64_t applied_revision = 0;
+  std::vector<uint32_t> excluded_windows;
+  uint32_t cursor_window = 0;
+};
+MacPrivacyCaptureState GetMacPrivacyCaptureState();
+void AcknowledgeMacPrivacyCapture(uint64_t revision);
+}
+
+#endif
diff --git a/apps/desktop/src/platform/macos/privacy/privacy_cover_view.h b/apps/desktop/src/platform/macos/privacy/privacy_cover_view.h
new file mode 100644
index 00000000..f2508f87
--- /dev/null
+++ b/apps/desktop/src/platform/macos/privacy/privacy_cover_view.h
@@ -0,0 +1,17 @@
+/*
+ * @Author: DI JUNKUN
+ * @Date: 2026-09-13
+ * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
+ */
+
+#ifndef _PRIVACY_COVER_VIEW_H_
+#define _PRIVACY_COVER_VIEW_H_
+
+#import <AppKit/AppKit.h>
+
+namespace crossdesk {
+// Returns nil if the CrossDesk icon resource cannot be loaded.
+NSView* CreateMacPrivacyCoverView(NSRect frame, NSString* unlock_hint);
+}
+
+#endif
\ No newline at end of file
diff --git a/apps/desktop/src/platform/macos/privacy/privacy_cover_view.mm b/apps/desktop/src/platform/macos/privacy/privacy_cover_view.mm
new file mode 100644
index 00000000..69ef457f
--- /dev/null
+++ b/apps/desktop/src/platform/macos/privacy/privacy_cover_view.mm
@@ -0,0 +1,106 @@
+/* Copyright (c) 2026 by DI JUNKUN, All Rights Reserved. */
+
+#include "privacy_cover_view.h"
+
+#include <algorithm>
+#include <cmath>
+
+namespace {
+NSImage* LoadPrivacyLogo() {
+  // The macOS installer currently packages the icon as "crossedesk.icns".
+  for (NSString* name in @[@"crossdesk", @"crossedesk"]) {
+    NSString* path = [NSBundle.mainBundle pathForResource:name ofType:@"icns"];
+    if (path) {
+      NSImage* image = [[NSImage alloc] initWithContentsOfFile:path];
+      if (image.valid) return image;
+    }
+  }
+  // Support unbundled development builds, including launches from outside
+  // the repository. No source-tree path is embedded in the executable.
+  NSString* resource = @"apps/desktop/resources/macos/crossdesk.icns";
+  NSString* directory = NSBundle.mainBundle.executablePath.stringByDeletingLastPathComponent;
+  NSMutableArray<NSString*>* paths = [NSMutableArray arrayWithObject:
+      [NSFileManager.defaultManager.currentDirectoryPath stringByAppendingPathComponent:resource]];
+  for (int depth = 0; directory.length && depth <= 4; ++depth) {
+    [paths addObject:[directory stringByAppendingPathComponent:resource]];
+    directory = directory.stringByDeletingLastPathComponent;
+  }
+  for (NSString* path in paths) {
+    NSImage* image = [[NSImage alloc] initWithContentsOfFile:path.stringByStandardizingPath];
+    if (image.valid) return image;
+  }
+  return nil;
+}
+
+NSAttributedString* Text(NSString* value, CGFloat size, NSFontWeight weight, NSColor* color) {
+  NSMutableParagraphStyle* paragraph = [[NSMutableParagraphStyle alloc] init];
+  paragraph.lineBreakMode = NSLineBreakByWordWrapping;
+  return [[NSAttributedString alloc] initWithString:value attributes:@{
+      NSFontAttributeName: [NSFont systemFontOfSize:size weight:weight],
+      NSForegroundColorAttributeName: color,
+      NSParagraphStyleAttributeName: paragraph}];
+}
+constexpr NSStringDrawingOptions kTextOptions =
+    NSStringDrawingUsesLineFragmentOrigin | NSStringDrawingUsesFontLeading;
+
+CGFloat TextHeight(NSAttributedString* text, CGFloat width) {
+  return std::ceil([text boundingRectWithSize:NSMakeSize(width, CGFLOAT_MAX)
+                                    options:kTextOptions].size.height);
+}
+}
+
+@interface CrossDeskPrivacyCoverView : NSView
+@property(nonatomic, strong) NSImage* logo;
+@property(nonatomic, copy) NSString* unlockHint;
+@end
+
+@implementation CrossDeskPrivacyCoverView
+- (BOOL)isOpaque { return YES; }
+- (BOOL)isFlipped { return YES; }
+- (void)drawRect:(NSRect)dirtyRect {
+  [NSColor.blackColor setFill];
+  NSRectFill(self.bounds);
+  const CGFloat width = NSWidth(self.bounds), height = NSHeight(self.bounds);
+  if (width <= 0 || height <= 0) return;
+  // Match the Windows cover's sizes, colors and bottom-left alignment.
+  // AppKit coordinates are points; Retina backing scale is applied by AppKit.
+  const CGFloat scale = std::min({CGFloat(1), width / 640, height / 200});
+  const CGFloat margin = 32 * scale, text_width = 398 * scale;
+  NSColor* foreground = [NSColor colorWithSRGBRed:245.0 / 255 green:247.0 / 255
+                                           blue:250.0 / 255 alpha:1];
+  NSColor* muted = [NSColor colorWithSRGBRed:181.0 / 255 green:190.0 / 255
+                                      blue:204.0 / 255 alpha:1];
+  NSAttributedString* brand = Text(@"CrossDesk", 14 * scale, NSFontWeightSemibold, foreground);
+  NSAttributedString* hint = Text(self.unlockHint, 16 * scale, NSFontWeightRegular, muted);
+  NSAttributedString* shortcut = Text(@"Control + Option + Shift + Esc", 24 * scale,
+                                      NSFontWeightSemibold, foreground);
+  const CGFloat logo_size = std::ceil(brand.size.width);
+  const CGFloat brand_height = TextHeight(brand, logo_size);
+  const CGFloat hint_height = TextHeight(hint, text_width);
+  const CGFloat shortcut_height = TextHeight(shortcut, text_width);
+  const CGFloat bottom = height - margin;
+  const CGFloat logo_top = bottom - brand_height - 6 * scale - logo_size;
+  [self.logo drawInRect:NSMakeRect(margin, logo_top, logo_size, logo_size)
+              fromRect:NSZeroRect operation:NSCompositingOperationSourceOver
+              fraction:1 respectFlipped:YES hints:@{NSImageHintInterpolation: @(NSImageInterpolationHigh)}];
+  [brand drawWithRect:NSMakeRect(margin, bottom - brand_height, logo_size, brand_height)
+             options:kTextOptions];
+  const CGFloat text_left = margin + logo_size + 24 * scale;
+  [hint drawWithRect:NSMakeRect(text_left, bottom - shortcut_height - 12 * scale - hint_height,
+                               text_width, hint_height) options:kTextOptions];
+  [shortcut drawWithRect:NSMakeRect(text_left, bottom - shortcut_height,
+                                   text_width, shortcut_height) options:kTextOptions];
+}
+@end
+
+namespace crossdesk {
+NSView* CreateMacPrivacyCoverView(NSRect frame, NSString* unlock_hint) {
+  NSImage* logo = LoadPrivacyLogo();
+  if (!logo) return nil;
+  auto* view = [[CrossDeskPrivacyCoverView alloc] initWithFrame:frame];
+  view.logo = logo;
+  view.unlockHint = unlock_hint ?: @"To turn off the privacy screen, press";
+  view.autoresizingMask = NSViewWidthSizable | NSViewHeightSizable;
+  return view;
+}
+}
diff --git a/apps/desktop/src/platform/macos/privacy/privacy_cursor_mac.h b/apps/desktop/src/platform/macos/privacy/privacy_cursor_mac.h
new file mode 100644
index 00000000..7846b7bd
--- /dev/null
+++ b/apps/desktop/src/platform/macos/privacy/privacy_cursor_mac.h
@@ -0,0 +1,35 @@
+/*
+ * @Author: DI JUNKUN
+ * @Date: 2026-09-13
+ * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
+ */
+
+#ifndef _PRIVACY_CURSOR_MAC_H_
+#define _PRIVACY_CURSOR_MAC_H_
+
+#include <memory>
+#include <cstdint>
+
+namespace crossdesk {
+// Main-thread resource. Hides only for the lifetime of a local privacy cover;
+// does not take focus, move the pointer, or suppress remote input.
+class MacPrivacyCursor {
+ public:
+  MacPrivacyCursor();
+  ~MacPrivacyCursor();
+  static bool Supported();
+  bool Prepare();
+  bool Hide();
+  bool Healthy() const;
+  uint32_t WindowId() const;
+  void Restore();
+ private:
+  struct Impl;
+  std::unique_ptr<Impl> impl_;
+};
+
+// Local hiding must not be reported as an invisible cursor to controllers.
+bool IsMacPrivacyCursorHidden();
+}
+
+#endif
\ No newline at end of file
diff --git a/apps/desktop/src/platform/macos/privacy/privacy_cursor_mac.mm b/apps/desktop/src/platform/macos/privacy/privacy_cursor_mac.mm
new file mode 100644
index 00000000..f26b550b
--- /dev/null
+++ b/apps/desktop/src/platform/macos/privacy/privacy_cursor_mac.mm
@@ -0,0 +1,157 @@
+/* Copyright (c) 2026 by DI JUNKUN, All Rights Reserved. */
+#include "privacy_cursor_mac.h"
+
+#import <AppKit/AppKit.h>
+#import <ApplicationServices/ApplicationServices.h>
+#include <atomic>
+#include <dlfcn.h>
+
+@interface CrossDeskPrivacyCursorPanel : NSPanel
+@end
+@implementation CrossDeskPrivacyCursorPanel
+- (BOOL)canBecomeKeyWindow { return NO; }
+- (BOOL)canBecomeMainWindow { return NO; }
+@end
+
+namespace crossdesk {
+namespace {
+std::atomic<bool> hidden_by_privacy{false};
+struct CursorApi {
+  using Connection = int (*)();
+  using Copy = CGError (*)(int, int, CFStringRef, CFTypeRef*);
+  using Set = CGError (*)(int, int, CFStringRef, CFTypeRef);
+  Connection connection = reinterpret_cast<Connection>(dlsym(RTLD_DEFAULT, "CGSMainConnectionID"));
+  Copy copy = reinterpret_cast<Copy>(dlsym(RTLD_DEFAULT, "CGSCopyConnectionProperty"));
+  Set set = reinterpret_cast<Set>(dlsym(RTLD_DEFAULT, "CGSSetConnectionProperty"));
+};
+const CursorApi& Api() { static const CursorApi api; return api; }
+CFStringRef const kBackgroundCursor = CFSTR("SetsCursorInBackground");
+}
+
+struct MacPrivacyCursor::Impl {
+  int connection = 0;
+  bool previous_background = false;
+  bool background_changed = false;
+  unsigned hide_count = 0;
+  unsigned visible_ticks = 0;
+  bool healthy = true;
+  NSTimer* __strong timer = nil;
+  CrossDeskPrivacyCursorPanel* __strong panel = nil;
+  NSImageView* __strong view = nil;
+
+  void UpdateImage() {
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wdeprecated-declarations"
+    NSCursor* cursor = NSCursor.currentSystemCursor ?: NSCursor.arrowCursor;
+#pragma clang diagnostic pop
+    NSImage* image = cursor.image;
+    if (!image || image.size.width <= 0 || image.size.height <= 0) return;
+    const NSPoint point = NSEvent.mouseLocation;
+    const NSSize size = image.size;
+    [panel setFrame:NSMakeRect(point.x - cursor.hotSpot.x,
+        point.y - size.height + cursor.hotSpot.y, size.width, size.height) display:NO];
+    view.image = image;
+    [panel displayIfNeeded];
+  }
+
+  bool KeepHidden() {
+#pragma clang diagnostic push
+#pragma clang diagnostic ignored "-Wdeprecated-declarations"
+    if (hide_count && !CGCursorIsVisible()) { visible_ticks = 0; return true; }
+#pragma clang diagnostic pop
+    if (++visible_ticks > 6 ||
+        CGDisplayHideCursor(kCGDirectMainDisplay) != kCGErrorSuccess) return false;
+    ++hide_count;
+    return true;
+  }
+};
+
+MacPrivacyCursor::MacPrivacyCursor() : impl_(std::make_unique<Impl>()) {}
+MacPrivacyCursor::~MacPrivacyCursor() { Restore(); }
+bool MacPrivacyCursor::Supported() {
+  return Api().connection && Api().copy && Api().set;
+}
+bool MacPrivacyCursor::Prepare() {
+  if (impl_->panel) return true;
+  if (!Supported()) return false;
+  // A cursor sprite below the local cover is captured only for clients that
+  // request an embedded cursor. Desktop clients exclude it and use metadata.
+  impl_->panel = [[CrossDeskPrivacyCursorPanel alloc] initWithContentRect:NSMakeRect(0, 0, 32, 32)
+      styleMask:NSWindowStyleMaskBorderless | NSWindowStyleMaskNonactivatingPanel
+      backing:NSBackingStoreBuffered defer:NO];
+  auto* panel = impl_->panel;
+  panel.releasedWhenClosed = NO;
+  panel.hidesOnDeactivate = NO;
+  panel.opaque = NO;
+  panel.backgroundColor = NSColor.clearColor;
+  panel.hasShadow = NO;
+  panel.ignoresMouseEvents = YES;
+  panel.level = CGWindowLevelForKey(kCGScreenSaverWindowLevelKey);
+  panel.animationBehavior = NSWindowAnimationBehaviorNone;
+  panel.collectionBehavior = NSWindowCollectionBehaviorCanJoinAllSpaces |
+      NSWindowCollectionBehaviorFullScreenAuxiliary | NSWindowCollectionBehaviorStationary |
+      NSWindowCollectionBehaviorIgnoresCycle;
+  panel.sharingType = NSWindowSharingReadOnly;
+  impl_->view = [[NSImageView alloc] initWithFrame:panel.contentView.bounds];
+  impl_->view.imageScaling = NSImageScaleNone;
+  impl_->view.autoresizingMask = NSViewWidthSizable | NSViewHeightSizable;
+  panel.contentView = impl_->view;
+  panel.alphaValue = 0;
+  impl_->UpdateImage();
+  [panel orderFrontRegardless];
+  return panel != nil && panel.windowNumber > 0;
+}
+bool MacPrivacyCursor::Hide() {
+  if (impl_->timer) return true;
+  if (!Prepare()) return false;
+  impl_->connection = Api().connection();
+  impl_->previous_background = false;
+  CFTypeRef previous = nullptr;
+  if (Api().copy(impl_->connection, impl_->connection, kBackgroundCursor, &previous) == kCGErrorSuccess && previous)
+    impl_->previous_background = CFEqual(previous, kCFBooleanTrue);
+  if (previous) CFRelease(previous);
+  // This connection-scoped WindowServer property is also used by Deskflow.
+  // Resolve it dynamically: an unavailable API disables optional privacy only.
+  if (Api().set(impl_->connection, impl_->connection, kBackgroundCursor, kCFBooleanTrue) != kCGErrorSuccess)
+    return false;
+  impl_->background_changed = true;
+  impl_->healthy = true;
+  impl_->visible_ticks = 0;
+  hidden_by_privacy = true;
+  if (!impl_->KeepHidden()) { Restore(); return false; }
+  impl_->UpdateImage();
+  impl_->panel.alphaValue = 1;
+  auto* state = impl_.get();
+  impl_->timer = [NSTimer timerWithTimeInterval:1.0 / 60 repeats:YES block:^(NSTimer*) {
+    if (state->healthy) state->healthy = state->KeepHidden();
+    state->UpdateImage();
+  }];
+  [[NSRunLoop mainRunLoop] addTimer:impl_->timer forMode:NSRunLoopCommonModes];
+  return true;
+}
+bool MacPrivacyCursor::Healthy() const { return impl_->timer && impl_->healthy; }
+uint32_t MacPrivacyCursor::WindowId() const {
+  return impl_->panel ? static_cast<uint32_t>(impl_->panel.windowNumber) : 0;
+}
+void MacPrivacyCursor::Restore() {
+  [impl_->timer invalidate];
+  impl_->timer = nil;
+  [impl_->panel orderOut:nil];
+  [impl_->panel close];
+  impl_->panel = nil;
+  impl_->view = nil;
+  // Balance only our own successful hide calls, including re-hides after
+  // WindowServer changes cursor ownership when a remote click activates an app.
+  while (impl_->hide_count) {
+    CGDisplayShowCursor(kCGDirectMainDisplay);
+    --impl_->hide_count;
+  }
+  hidden_by_privacy = false;
+  if (impl_->background_changed) {
+    Api().set(impl_->connection, impl_->connection, kBackgroundCursor,
+              impl_->previous_background ? kCFBooleanTrue : kCFBooleanFalse);
+    impl_->background_changed = false;
+  }
+}
+bool IsMacPrivacyCursorHidden() { return hidden_by_privacy.load(); }
+}
diff --git a/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.cpp b/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.cpp
index 7775d5b2..8da061bf 100644
--- a/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.cpp
+++ b/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.cpp
@@ -7,6 +7,12 @@ namespace crossdesk {
 ScreenCapturerSck::ScreenCapturerSck() {}
 ScreenCapturerSck::~ScreenCapturerSck() {}
 
+void ScreenCapturerSck::SetPrivacyController(PrivacyController* privacy) {
+  privacy_ = privacy;
+  if (screen_capturer_sck_impl_)
+    screen_capturer_sck_impl_->SetPrivacyController(privacy);
+}
+
 int ScreenCapturerSck::Init(const int fps, cb_desktop_data cb) {
   if (cb) {
     on_data_ = cb;
@@ -16,6 +22,7 @@ int ScreenCapturerSck::Init(const int fps, cb_desktop_data cb) {
   }
 
   screen_capturer_sck_impl_ = CreateScreenCapturerSck();
+  screen_capturer_sck_impl_->SetPrivacyController(privacy_);
   const int ret = screen_capturer_sck_impl_->Init(fps, on_data_);
   if (ret != 0) {
     screen_capturer_sck_impl_.reset();
diff --git a/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.h b/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.h
index 53493eaa..0d923eaf 100644
--- a/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.h
+++ b/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck.h
@@ -25,6 +25,7 @@ class ScreenCapturerSck : public ScreenCapturer {
 
  public:
   int Init(const int fps, cb_desktop_data cb) override;
+  void SetPrivacyController(PrivacyController* privacy) override;
   int Destroy() override;
   int Start(bool show_cursor) override;
   int Stop() override;
@@ -57,6 +58,7 @@ class ScreenCapturerSck : public ScreenCapturer {
 
  private:
   std::unique_ptr<ScreenCapturer> screen_capturer_sck_impl_;
+  PrivacyController* privacy_ = nullptr;
 };
 }  // namespace crossdesk
-#endif
\ No newline at end of file
+#endif
diff --git a/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck_impl.mm b/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck_impl.mm
index e5de3401..5e147433 100644
--- a/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck_impl.mm
+++ b/apps/desktop/src/platform/macos/screen_capturer/screen_capturer_sck_impl.mm
@@ -26,6 +26,9 @@
 #include "display_info.h"
 #include <display_stream_id.h>
 #include "rd_log.h"
+#include "privacy_controller.h"
+#include "../privacy/privacy_capture_state.h"
+#include <algorithm>
 
 using namespace crossdesk;
 
@@ -110,13 +113,18 @@ API_AVAILABLE(macos(14.0))
 
 - (instancetype)initWithCapturer:(ScreenCapturerSckImpl *)capturer;
 
-- (void)onShareableContentCreated:(SCShareableContent *)content;
+- (void)onShareableContentCreated:(SCShareableContent *)content generation:(uint64_t)generation
+                       revision:(uint64_t)revision;
 
 // Called just before the capturer is destroyed. This avoids a dangling pointer,
 // and prevents any new calls into a deleted capturer. If any method-call on the
 // capturer is currently running on a different thread, this blocks until it
 // completes.
 - (void)releaseCapturer;
+- (void)privacyCoversChanged:(NSNotification*)notification;
+- (void)configurationFinished:(SCStream*)stream generation:(uint64_t)generation
+                     revision:(uint64_t)revision complete:(BOOL)complete
+                configuration:(SCStreamConfiguration*)configuration error:(NSError*)error;
 @end
 
 class API_AVAILABLE(macos(14.0)) ScreenCapturerSckImpl : public ScreenCapturer {
@@ -129,6 +137,7 @@ class API_AVAILABLE(macos(14.0)) ScreenCapturerSckImpl : public ScreenCapturer {
 
  public:
   int Init(const int fps, cb_desktop_data cb) override;
+  void SetPrivacyController(PrivacyController* privacy) override { privacy_ = privacy; }
 
   int Start(bool show_cursor) override;
 
@@ -156,11 +165,30 @@ class API_AVAILABLE(macos(14.0)) ScreenCapturerSckImpl : public ScreenCapturer {
   bool capture_requested_ = false;
   bool invalid_stream_id_logged_ = false;
   bool native_output_logged_ = false;
+  PrivacyController* privacy_ = nullptr;
+  uint64_t configuration_generation_ = 0;
+  bool configuration_in_flight_ = false;
+  bool reconfigure_pending_ = false;
+  SCStreamConfiguration* __strong applied_configuration_ = nil;
 
  public:
   // Called by SckHelper when shareable content is returned by ScreenCaptureKit. `content` will be
   // nil if an error occurred. May run on an arbitrary thread.
-  void OnShareableContentCreated(SCShareableContent *content);
+  void OnShareableContentCreated(SCShareableContent *content, uint64_t generation,
+                                uint64_t revision);
+  void ConfigurationFinished(SCStream* source, uint64_t generation, uint64_t revision,
+                             bool complete, SCStreamConfiguration* configuration,
+                             NSError* error);
+  void RetryPrivacyFilter();
+  void PrivacyCoversChanged() { StartOrReconfigureCapturer(); }
+  void CaptureStopped(SCStream* source, NSError* error) {
+    {
+      std::lock_guard lock(lock_);
+      if (!capture_requested_ || source != stream_) return;
+    }
+    LOG_ERROR("ScreenCaptureKit stream stopped: {}", NSErrorToString(error));
+    if (privacy_) privacy_->Fail("ScreenCaptureKit stream stopped");
+  }
   // Called by SckHelper to notify of a newly captured frame. May run on an arbitrary thread.
   // void OnNewIOSurface(IOSurfaceRef io_surface, CFDictionaryRef attachment);
   void OnNewCVPixelBuffer(CVPixelBufferRef pixelBuffer, CFDictionaryRef attachment);
@@ -389,6 +417,7 @@ int ScreenCapturerSckImpl::Start(bool show_cursor) {
     capture_requested_ = true;
     invalid_stream_id_logged_ = false;
   }
+  if (privacy_) privacy_->CaptureChanged(true);
   StartOrReconfigureCapturer();
   return 0;
 }
@@ -446,6 +475,7 @@ int ScreenCapturerSckImpl::ResetToInitialMonitor() {
 }
 
 int ScreenCapturerSckImpl::Destroy() {
+  if (privacy_) privacy_->CaptureChanged(false);
   SckHelper *helper_to_release = nil;
   {
     std::lock_guard<std::mutex> lock(lock_);
@@ -455,6 +485,9 @@ int ScreenCapturerSckImpl::Destroy() {
       stream_ = nil;
     }
     capture_requested_ = false;
+    configuration_in_flight_ = reconfigure_pending_ = false;
+    applied_configuration_ = nil;
+    ++configuration_generation_;
     current_display_ = 0;
     current_stream_id_.clear();
     permanent_error_ = false;
@@ -469,8 +502,12 @@ int ScreenCapturerSckImpl::Destroy() {
 }
 
 int ScreenCapturerSckImpl::Stop() {
+  if (privacy_) privacy_->CaptureChanged(false);
   std::lock_guard<std::mutex> lock(lock_);
   capture_requested_ = false;
+  configuration_in_flight_ = reconfigure_pending_ = false;
+  applied_configuration_ = nil;
+  ++configuration_generation_;
   if (stream_) {
     LOG_INFO("Stopping stream");
     [stream_ stopCaptureWithCompletionHandler:nil];
@@ -481,24 +518,36 @@ int ScreenCapturerSckImpl::Stop() {
   return 0;
 }
 
-void ScreenCapturerSckImpl::OnShareableContentCreated(SCShareableContent *content) {
+void ScreenCapturerSckImpl::OnShareableContentCreated(SCShareableContent *content,
+                                                     uint64_t generation, uint64_t revision) {
   {
     std::lock_guard<std::mutex> lock(lock_);
-    if (!capture_requested_) {
+    if (!capture_requested_ || generation != configuration_generation_) {
       LOG_INFO("Ignoring stale ScreenCaptureKit display refresh after stop");
       return;
     }
   }
 
+  // The window list belongs to the privacy revision present when the request
+  // was issued. A newer cover must be enumerated by a new request.
+  if (GetMacPrivacyCaptureState().revision != revision) {
+    StartOrReconfigureCapturer();
+    return;
+  }
+
   if (!content) {
     LOG_ERROR("getShareableContent failed");
-    permanent_error_ = true;
+    if (privacy_) privacy_->Fail("Could not refresh ScreenCaptureKit privacy content");
+    std::lock_guard lock(lock_);
+    if (!stream_) permanent_error_ = true;
     return;
   }
 
   if (!content.displays || content.displays.count == 0) {
     LOG_ERROR("getShareableContent returned no displays");
-    permanent_error_ = true;
+    if (privacy_) privacy_->Fail("No shareable displays available for privacy");
+    std::lock_guard lock(lock_);
+    if (!stream_) permanent_error_ = true;
     return;
   }
 
@@ -506,7 +555,7 @@ void ScreenCapturerSckImpl::OnShareableContentCreated(SCShareableContent *conten
   bool show_cursor = false;
   {
     std::lock_guard<std::mutex> lock(lock_);
-    if (!capture_requested_) return;
+    if (!capture_requested_ || generation != configuration_generation_) return;
 
     int logical_index = current_monitor_index_;
     if (logical_index < 0 ||
@@ -576,8 +625,40 @@ void ScreenCapturerSckImpl::OnShareableContentCreated(SCShareableContent *conten
     return;
   }
 
+  const auto privacy_capture = GetMacPrivacyCaptureState();
+  // The cursor sprite is included only when this stream embeds the cursor.
+  // Other controllers receive the unchanged cursor metadata separately.
+  auto excluded_ids = privacy_capture.excluded_windows;
+  if (!show_cursor && privacy_capture.cursor_window)
+    excluded_ids.push_back(privacy_capture.cursor_window);
+  NSMutableArray<SCWindow*>* excluded = [NSMutableArray array];
+  for (SCWindow* window in content.windows) {
+    if (std::find(excluded_ids.begin(), excluded_ids.end(), window.windowID) != excluded_ids.end())
+      [excluded addObject:window];
+  }
+  // Newly registered transparent covers may need another enumeration. Never
+  // acknowledge a partial exclusion or remove an active cover's filter.
+  const bool privacy_filter_complete = excluded.count == excluded_ids.size();
+  LOG_INFO("macOS privacy filter: generation={}, revision={}, requested={}, excluded={}",
+           generation, privacy_capture.revision, excluded_ids.size(),
+           excluded.count);
+  if (!privacy_filter_complete) {
+    bool have_stream;
+    { std::lock_guard lock(lock_); have_stream = stream_ != nil; }
+    if (privacy_capture.applied_revision == privacy_capture.revision) {
+      if (privacy_) privacy_->Fail("ScreenCaptureKit could not enumerate every privacy cover");
+      return; // Preserve the existing exclusion until recovery removes covers.
+    }
+    if (have_stream) {
+      RetryPrivacyFilter();
+      return; // Transparent covers are still being registered by WindowServer.
+    }
+    // Start ordinary capture even if a newly created, still-transparent cover
+    // is not enumerable yet. Retry exclusion after start; never acknowledge it.
+    [excluded removeAllObjects];
+  }
   SCContentFilter *filter = [[SCContentFilter alloc] initWithDisplay:captured_display
-                                                    excludingWindows:@[]];
+                                                    excludingWindows:excluded];
   if (!filter) {
     LOG_ERROR("Failed to create SCContentFilter");
     permanent_error_ = true;
@@ -598,13 +679,39 @@ void ScreenCapturerSckImpl::OnShareableContentCreated(SCShareableContent *conten
   config.captureResolution = SCCaptureResolutionAutomatic;
   config.minimumFrameInterval = CMTimeMake(1, fps_);
 
-  std::lock_guard<std::mutex> lock(lock_);
-  if (!capture_requested_) return;
+  std::unique_lock<std::mutex> lock(lock_);
+  if (!capture_requested_ || generation != configuration_generation_) return;
+  if (configuration_in_flight_) { reconfigure_pending_ = true; return; }
+  if (GetMacPrivacyCaptureState().revision != revision) {
+    lock.unlock();
+    RetryPrivacyFilter();
+    return;
+  }
+  configuration_in_flight_ = true;
 
   if (stream_) {
-    LOG_INFO("Updating stream configuration");
-    [stream_ updateContentFilter:filter completionHandler:nil];
-    [stream_ updateConfiguration:config completionHandler:nil];
+    SckHelper* helper = helper_;
+    SCStream* source = stream_;
+    auto finished = ^(NSError* error) {
+      [helper configurationFinished:source generation:generation revision:revision
+                            complete:privacy_filter_complete configuration:config error:error];
+    };
+    // Apply configuration before its filter and acknowledge the final update.
+    // Privacy-only toggles do not need a configuration change.
+    const bool same_config = applied_configuration_ &&
+        applied_configuration_.width == config.width &&
+        applied_configuration_.height == config.height &&
+        applied_configuration_.showsCursor == config.showsCursor &&
+        applied_configuration_.pixelFormat == config.pixelFormat &&
+        CMTimeCompare(applied_configuration_.minimumFrameInterval, config.minimumFrameInterval) == 0;
+    if (same_config) {
+      [source updateContentFilter:filter completionHandler:finished];
+    } else {
+      [source updateConfiguration:config completionHandler:^(NSError* error) {
+        if (error) finished(error);
+        else [source updateContentFilter:filter completionHandler:finished];
+      }];
+    }
   } else {
     stream_ = [[SCStream alloc] initWithFilter:filter configuration:config delegate:helper_];
 
@@ -618,28 +725,62 @@ void ScreenCapturerSckImpl::OnShareableContentCreated(SCShareableContent *conten
                                                        error:&add_stream_output_error];
 
     if (!add_stream_output_result) {
+      configuration_in_flight_ = false;
       stream_ = nil;
       LOG_ERROR("addStreamOutput failed: {}", NSErrorToString(add_stream_output_error));
       permanent_error_ = true;
       return;
     }
 
+    SckHelper* helper = helper_;
+    SCStream* source = stream_;
     auto handler = ^(NSError *error) {
-      if (error) {
-        // It should be safe to access `this` here, because the C++ destructor
-        // calls stopCaptureWithCompletionHandler on the stream, which cancels
-        // this handler.
-        permanent_error_ = true;
-        LOG_ERROR("startCaptureWithCompletionHandler failed: {}", NSErrorToString(error));
-      } else {
-        LOG_INFO("Capture started");
-      }
+      [helper configurationFinished:source generation:generation revision:revision
+                            complete:privacy_filter_complete configuration:config error:error];
     };
 
     [stream_ startCaptureWithCompletionHandler:handler];
   }
 }
 
+void ScreenCapturerSckImpl::RetryPrivacyFilter() {
+  SckHelper* helper;
+  {
+    std::lock_guard lock(lock_);
+    if (!capture_requested_) return;
+    helper = helper_;
+  }
+  // The retained helper safely ignores this callback after Destroy().
+  dispatch_after(dispatch_time(DISPATCH_TIME_NOW, 50 * NSEC_PER_MSEC),
+                 dispatch_get_main_queue(), ^{ [helper privacyCoversChanged:nil]; });
+}
+
+void ScreenCapturerSckImpl::ConfigurationFinished(SCStream* source, uint64_t generation,
+                                                  uint64_t revision, bool complete,
+                                                  SCStreamConfiguration* configuration,
+                                                  NSError* error) {
+  bool refresh = false;
+  {
+    std::lock_guard lock(lock_);
+    if (!capture_requested_ || source != stream_) return;
+    configuration_in_flight_ = false;
+    const auto current = GetMacPrivacyCaptureState();
+    refresh = reconfigure_pending_ || current.revision != revision;
+    reconfigure_pending_ = false;
+    if (!error) {
+      applied_configuration_ = configuration;
+      if (complete && !refresh && generation == configuration_generation_)
+        AcknowledgeMacPrivacyCapture(revision);
+      refresh = refresh || !complete;
+    }
+    LOG_INFO("macOS privacy filter completed: generation={}, revision={}, complete={}, refresh={}, error={}",
+             generation, revision, complete, refresh, NSErrorToString(error));
+  }
+  if (error && privacy_)
+    privacy_->Fail("ScreenCaptureKit privacy filter: " + NSErrorToString(error));
+  if (refresh) RetryPrivacyFilter();
+}
+
 void ScreenCapturerSckImpl::OnNewCVPixelBuffer(CVPixelBufferRef pixelBuffer,
                                                CFDictionaryRef attachment) {
   (void)attachment;
@@ -727,7 +868,18 @@ void ScreenCapturerSckImpl::StartOrReconfigureCapturer() {
     }
   }
 
-  SckHelper *local_helper = helper_;
+  SckHelper *local_helper;
+  uint64_t generation;
+  uint64_t revision;
+  {
+    std::lock_guard lock(lock_);
+    if (!capture_requested_) return;
+    if (configuration_in_flight_) { reconfigure_pending_ = true; return; }
+    reconfigure_pending_ = false;
+    local_helper = helper_;
+    generation = ++configuration_generation_;
+    revision = GetMacPrivacyCaptureState().revision;
+  }
   if (!local_helper) {
     LOG_ERROR("Cannot reconfigure capturer: helper is null");
     return;
@@ -736,12 +888,14 @@ void ScreenCapturerSckImpl::StartOrReconfigureCapturer() {
   auto handler = ^(SCShareableContent *content, NSError *error) {
     if (error) {
       LOG_ERROR("getShareableContent failed: {}", NSErrorToString(error));
-      [local_helper onShareableContentCreated:nil];
+      [local_helper onShareableContentCreated:nil generation:generation revision:revision];
       return;
     }
-    [local_helper onShareableContentCreated:content];
+    [local_helper onShareableContentCreated:content generation:generation revision:revision];
   };
-  [SCShareableContent getShareableContentWithCompletionHandler:handler];
+  [SCShareableContent getShareableContentExcludingDesktopWindows:NO
+                                           onScreenWindowsOnly:NO
+                                             completionHandler:handler];
 }
 
 @implementation SckHelper {
@@ -755,14 +909,28 @@ void ScreenCapturerSckImpl::StartOrReconfigureCapturer() {
   self = [super init];
   if (self) {
     _capturer = capturer;
+    [NSNotificationCenter.defaultCenter addObserver:self selector:@selector(privacyCoversChanged:)
+        name:@"CrossDeskPrivacyCoversChanged" object:nil];
   }
   return self;
 }
 
-- (void)onShareableContentCreated:(SCShareableContent *)content {
+- (void)privacyCoversChanged:(NSNotification*)notification {
+  std::lock_guard<std::mutex> lock(_capturer_lock);
+  if (_capturer) _capturer->PrivacyCoversChanged();
+}
+- (void)configurationFinished:(SCStream*)stream generation:(uint64_t)generation
+                     revision:(uint64_t)revision complete:(BOOL)complete
+                configuration:(SCStreamConfiguration*)configuration error:(NSError*)error {
+  std::lock_guard<std::mutex> lock(_capturer_lock);
+  if (_capturer)
+    _capturer->ConfigurationFinished(stream, generation, revision, complete, configuration, error);
+}
+- (void)onShareableContentCreated:(SCShareableContent *)content generation:(uint64_t)generation
+                       revision:(uint64_t)revision {
   std::lock_guard<std::mutex> lock(_capturer_lock);
   if (_capturer) {
-    _capturer->OnShareableContentCreated(content);
+    _capturer->OnShareableContentCreated(content, generation, revision);
   } else {
     LOG_ERROR("Invalid capturer");
   }
@@ -797,10 +965,16 @@ void ScreenCapturerSckImpl::StartOrReconfigureCapturer() {
 }
 
 - (void)releaseCapturer {
+  [NSNotificationCenter.defaultCenter removeObserver:self];
   std::lock_guard<std::mutex> lock(_capturer_lock);
   _capturer = nullptr;
 }
 
+- (void)stream:(SCStream*)stream didStopWithError:(NSError*)error {
+  std::lock_guard<std::mutex> lock(_capturer_lock);
+  if (_capturer) _capturer->CaptureStopped(stream, error);
+}
+
 @end
 
 std::unique_ptr<ScreenCapturer> ScreenCapturerSck::CreateScreenCapturerSck() {
diff --git a/apps/desktop/src/platform/windows/gui/runtime/windows_service_runtime.cpp b/apps/desktop/src/platform/windows/gui/runtime/windows_service_runtime.cpp
index e28c2203..caf14954 100644
--- a/apps/desktop/src/platform/windows/gui/runtime/windows_service_runtime.cpp
+++ b/apps/desktop/src/platform/windows/gui/runtime/windows_service_runtime.cpp
@@ -115,8 +115,7 @@ void GuiRuntime::HandleWindowsServiceIntegration() {
   bool force_broadcast = false;
   if (pending_windows_service_sas_.exchange(false, std::memory_order_relaxed)) {
     if (privacy_.Engaged()) {
-      privacy_.Fail("Queued security shortcut cancelled during privacy mode; remote operation paused");
-      return;
+      privacy_.Fail("Security shortcut requested; privacy screen will turn off");
     }
     const std::string response =
         QueryCrossDeskService("sas", kWindowsServiceSasTimeoutMs);
diff --git a/apps/desktop/src/platform/windows/privacy/privacy_backend_win.cpp b/apps/desktop/src/platform/windows/privacy/privacy_backend_win.cpp
index a0d38114..810e33e8 100644
--- a/apps/desktop/src/platform/windows/privacy/privacy_backend_win.cpp
+++ b/apps/desktop/src/platform/windows/privacy/privacy_backend_win.cpp
@@ -11,7 +11,6 @@
 #include <wtsapi32.h>
 
 #include <algorithm>
-#include <cstring>
 #include <vector>
 
 #include "../windows_thread_dpi.h"
@@ -19,8 +18,6 @@
 #include "privacy_band_guard.h"
 #include "privacy_cursor_guard.h"
 #include "privacy_input_guard.h"
-#include "privacy_probe_pattern.h"
-#include "privacy_probe_renderer.h"
 #include "privacy_window_visibility.h"
 #include "rd_log.h"
 
@@ -118,7 +115,7 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
     if (!PrivacyBandGuard::Available(high_band_error))
       return {false, false, high_band_error};
     return {true, true,
-            "High-band privacy; live capture exclusion will be verified"};
+            "High-band privacy screen available"};
   }
 
   bool Enable(bool block_input, const PrivacyScreenText& text,
@@ -169,19 +166,9 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
         std::remove(window_events_.begin(), window_events_.end(), nullptr),
         window_events_.end());
     if (window_events_.empty()) event_owner_ = nullptr;
-    // Remove verification panels before exposing the local desktop.
-    for (auto& window : windows_) {
-      Destroy(window.probe);
-    }
     std::string band_error;
     band_guard_.Stop(band_error);
-    for (auto& window : windows_) {
-      if (band_guard_.stopped()) window.cover = nullptr;
-    }
-    windows_.erase(
-        std::remove_if(windows_.begin(), windows_.end(),
-                       [](const auto& w) { return !w.cover && !w.probe; }),
-        windows_.end());
+    if (band_guard_.stopped()) windows_.clear();
     input_guard_.Stop();
     block_input_ = false;
     if (hotkey_) {
@@ -231,12 +218,12 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
       health_error_ = Error("MsgWaitForMultipleObjectsEx privacy thread");
   }
 
-  PrivacyHealth Poll(bool force_check = false) override {
+  PrivacyHealth Poll() override {
     MSG message{};
     while (PeekMessageW(&message, nullptr, 0, 0, PM_REMOVE)) {
       if (message.message == WM_QUIT)
         health_error_ =
-            "Privacy message thread is exiting; remote operation paused";
+            "Privacy message thread is exiting";
       TranslateMessage(&message);
       DispatchMessageW(&message);
     }
@@ -251,7 +238,7 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
     if (windows_.empty()) return {health_error_, false};
     // Input messages wake the thread immediately; expensive health queries
     // must retain their own cadence instead of running once per input event.
-    if (!force_check && !layout_changed_ &&
+    if (!layout_changed_ &&
         GetTickCount64() - last_check_ < 100) {
       if (coverage_dirty_ && last_health_.failure.empty()) {
         coverage_dirty_ = false;
@@ -273,8 +260,8 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
       std::string cursor_error;
       cursor_guard_.Stop(cursor_error);
       return {
-          "Secure desktop, lock screen or unavailable input desktop; remote "
-          "operation paused. Privacy windows cannot cover system security UI.",
+          "Secure desktop, lock screen or unavailable input desktop; "
+          "privacy screen will turn off",
           false};
     }
     std::string cursor_error;
@@ -283,8 +270,7 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
     if (FAILED(SHQueryUserNotificationState(&shell_state)) ||
         shell_state == QUNS_RUNNING_D3D_FULL_SCREEN) {
       return {
-          "Exclusive fullscreen or unknown display presentation; remote "
-          "operation paused",
+          "Exclusive fullscreen or unknown display presentation",
           false};
     }
     MonitorEnumeration monitors;
@@ -304,16 +290,14 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
                     });
     if (changed || layout_changed_) {
       layout_changed_ = false;
-      // Retain old covers until new monitor regions are covered. Never
-      // automatically resume remote work after a topology/DPI transition.
+      // Retain old covers until the monitor check completes, then release
+      // privacy so capture can refresh its display mapping independently.
       std::string error;
       if (!ReconcileMonitors(error))
         health_error_ = error;
       else
         health_error_ =
-            "Display layout/DPI changed; coverage rebuilt, remote operation "
-            "paused. Turn privacy off and reconnect to refresh display "
-            "mapping.";
+            "Display layout/DPI changed; privacy screen will turn off";
     }
     if (!health_error_.empty()) return {health_error_, false};
     BOOL composed = FALSE;
@@ -349,8 +333,7 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
                                        sizeof(cloaked))) ||
           cloaked) {
         return {
-            "Privacy window visibility, geometry or capture affinity was lost; "
-            "remote operation paused",
+            "Privacy window visibility, geometry or capture affinity was lost",
             false};
       }
     }
@@ -369,7 +352,7 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
         if (above_band == 0 || above_band == 1) continue;
         if (std::any_of(windows_.begin(), windows_.end(),
                         [above](const auto& own) {
-                          return above == own.cover || above == own.probe;
+                          return above == own.cover;
                         }))
           continue;
         RECT bounds{}, intersection{};
@@ -390,8 +373,7 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
               now - last_obstruction_log_ >= 1000) {
             LOG_WARN(
                 "Potential privacy cover overlap: class={}, process={}, "
-                "band={}, bounds=({}, {})-({}, {}), exstyle=0x{:x}; "
-                "remote operation paused",
+                "band={}, bounds=({}, {})-({}, {}), exstyle=0x{:x}",
                 window_class, process_id, above_band, bounds.left, bounds.top,
                 bounds.right, bounds.bottom,
                 GetWindowLongPtrW(above, GWL_EXSTYLE));
@@ -399,10 +381,9 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
             last_obstruction_log_ = now;
           }
           // HWND order cannot prove compositor order, but this window may
-          // display content. Retain protection and require explicit recovery.
+          // display content. Report failure so optional privacy is released.
           return {
-              "A visible window may overlap privacy coverage; "
-              "remote operation paused. Turn privacy off to recover.",
+              "A visible window may overlap privacy coverage",
               false};
         }
       }
@@ -410,100 +391,11 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
     return {health_error_, false};
   }
 
- public:
-  bool PaintChallenge(uint32_t value, const std::string& title,
-                      std::string& error) override {
-    using Pattern = PrivacyProbePattern;
-    for (auto& w : windows_) {
-      if (!w.probe && !CreateProbe(w, error)) return false;
-      PrivacyProbeImage image;
-      if (!RenderPrivacyProbe(title, PrivacyWindowDpi(w.probe),
-                              w.rect.right - w.rect.left - 2 * Pattern::kOffset,
-                              w.rect.bottom - w.rect.top - 2 * Pattern::kOffset,
-                              value, image, error)) {
-        LOG_ERROR("Privacy verification panel: {}", error);
-        return false;
-      }
-      HDC screen = GetDC(nullptr);
-      HDC memory = CreateCompatibleDC(screen);
-      BITMAPINFO info{};
-      info.bmiHeader.biSize = sizeof(BITMAPINFOHEADER);
-      info.bmiHeader.biWidth = image.width;
-      info.bmiHeader.biHeight = -image.height;
-      info.bmiHeader.biPlanes = 1;
-      info.bmiHeader.biBitCount = 32;
-      info.bmiHeader.biCompression = BI_RGB;
-      void* bits = nullptr;
-      HBITMAP bitmap =
-          CreateDIBSection(screen, &info, DIB_RGB_COLORS, &bits, nullptr, 0);
-      bool ok = screen && memory && bitmap && bits;
-      if (ok) {
-        std::memcpy(bits, image.pixels.data(),
-                    image.pixels.size() * sizeof(uint32_t));
-        const auto old = SelectObject(memory, bitmap);
-        POINT position{w.rect.left + Pattern::kOffset,
-                       w.rect.top + Pattern::kOffset},
-            source{};
-        SIZE size{image.width, image.height};
-        ok = old && old != HGDI_ERROR;
-        if (ok) {
-          ok = UpdateLayeredWindow(w.probe, screen, &position, &size, memory,
-                                   &source, 0, nullptr, ULW_OPAQUE);
-          SelectObject(memory, old);
-        }
-      }
-      if (!ok) error = Error("Present opaque privacy verification panel");
-      if (bitmap) DeleteObject(bitmap);
-      if (memory) DeleteDC(memory);
-      if (screen) ReleaseDC(nullptr, screen);
-      if (!ok) return false;
-      // Present only after the complete text and square bitmap is ready.
-      if (!IsWindowVisible(w.probe) &&
-          (!SetWindowPos(
-               w.probe, HWND_TOPMOST, 0, 0, 0, 0,
-               SWP_NOACTIVATE | SWP_NOMOVE | SWP_NOSIZE | SWP_SHOWWINDOW) ||
-           !IsWindowVisible(w.probe))) {
-        error = Error("Show privacy verification panel beneath cover");
-        return false;
-      }
-    }
-    return true;
-  }
-
-  bool ClearChallenges(std::string& error) override {
-    for (auto& w : windows_) {
-      Destroy(w.probe);
-      if (w.probe) {
-        error = "Could not remove the temporary capture verification window";
-        return false;
-      }
-    }
-    return true;
-  }
-
-  bool HasMonitor(int left, int top, int width, int height) const override {
-    // Metadata only; also serialized against Poll by PrivacyController.
-    return std::any_of(windows_.begin(), windows_.end(), [&](const auto& w) {
-      return w.rect.left == left && w.rect.top == top &&
-             w.rect.right - left == width && w.rect.bottom - top == height;
-    });
-  }
-
- private:
   struct Window {
     RECT rect{};
     HWND cover = nullptr;
-    HWND probe = nullptr;
   };
 
-  static void Destroy(HWND& hwnd) {
-    if (hwnd && IsWindow(hwnd) && !DestroyWindow(hwnd)) {
-      Error("DestroyWindow");
-      return;
-    }
-    hwnd = nullptr;
-  }
-
   bool Initialize(std::string& error) {
     if (sink_) return true;
     // This dedicated thread owns no existing application windows. Never alter
@@ -537,22 +429,6 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
     return true;
   }
 
-  bool CreateProbe(Window& w, std::string& error) {
-    constexpr DWORD styles = WS_EX_TOPMOST | WS_EX_TOOLWINDOW |
-                             WS_EX_NOACTIVATE | WS_EX_LAYERED |
-                             WS_EX_TRANSPARENT;
-    w.probe =
-        CreateWindowExW(styles, kClassName, L"CrossDesk capture verification",
-                        WS_POPUP, w.rect.left + PrivacyProbePattern::kOffset,
-                        w.rect.top + PrivacyProbePattern::kOffset, 1, 1,
-                        nullptr, nullptr, GetModuleHandleW(nullptr), this);
-    if (!w.probe) {
-      error = Error("CreateWindowExW capture challenge");
-      return false;
-    }
-    return true;
-  }
-
   bool ReconcileMonitors(std::string& error) {
     MonitorEnumeration monitors;
     if (!EnumDisplayMonitors(nullptr, nullptr, EnumMonitor,
@@ -576,26 +452,18 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
         error = "High-band broker has not covered every physical monitor";
         return false;
       }
-      windows_.push_back({rect, reinterpret_cast<HWND>(cover->hwnd), nullptr});
+      windows_.push_back({rect, reinterpret_cast<HWND>(cover->hwnd)});
       LOG_INFO(
           "Privacy high-band cover ready: bounds=({}, {})-({}, {}), "
           "affinity=0x11, alpha=255",
           rect.left, rect.top, rect.right, rect.bottom);
     }
-    for (auto it = windows_.begin(); it != windows_.end();) {
-      if (std::none_of(monitors.rects.begin(), monitors.rects.end(),
-                       [&](const RECT& r) { return SameRect(it->rect, r); })) {
-        Destroy(it->probe);
-        it->cover = nullptr;  // The broker owns cover destruction.
-        if (!it->probe)
-          it = windows_.erase(it);
-        else {
-          error = "Old privacy window could not be released";
-          return false;
-        }
-      } else
-        ++it;
-    }
+    // Cover windows are owned and released by the broker.
+    windows_.erase(std::remove_if(windows_.begin(), windows_.end(),
+        [&](const auto& window) {
+          return std::none_of(monitors.rects.begin(), monitors.rects.end(),
+              [&](const RECT& rect) { return SameRect(window.rect, rect); });
+        }), windows_.end());
     return true;
   }
 
@@ -619,14 +487,6 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
     }
     if (msg == WM_NCHITTEST) return HTTRANSPARENT;
     if (msg == WM_CLOSE) return 0;
-    if (msg == WM_PAINT) {
-      // UpdateLayeredWindow owns the complete probe image; WM_PAINT only
-      // validates the update region and never draws a second copy.
-      PAINTSTRUCT paint{};
-      BeginPaint(hwnd, &paint);
-      EndPaint(hwnd, &paint);
-      return 0;
-    }
     if ((msg == WM_DISPLAYCHANGE || msg == WM_DPICHANGED) && self) {
       self->layout_changed_ = true;
       return 0;
@@ -641,7 +501,7 @@ class WindowsPrivacyBackend final : public PrivacyBackend {
         hwnd == self->sink_ || GetAncestor(hwnd, GA_ROOT) != hwnd)
       return;
     for (const auto& w : self->windows_)
-      if (hwnd == w.cover || hwnd == w.probe) return;
+      if (hwnd == w.cover) return;
     // OUTOFCONTEXT delivers on this window thread. Only mark work here;
     // monitor/session queries and Z-order changes remain in the control loop.
     const auto get_band = reinterpret_cast<GetPrivacyWindowBand>(
diff --git a/apps/desktop/src/platform/windows/privacy/privacy_cursor_guard.cpp b/apps/desktop/src/platform/windows/privacy/privacy_cursor_guard.cpp
index 6da5bbd6..feb387c0 100644
--- a/apps/desktop/src/platform/windows/privacy/privacy_cursor_guard.cpp
+++ b/apps/desktop/src/platform/windows/privacy/privacy_cursor_guard.cpp
@@ -135,7 +135,7 @@ bool PrivacyCursorGuard::Healthy(std::string& error) {
   if (restore_pending_ || (process_ && !helper_failure_reported_))
     RestoreAfterFailure(error);
   helper_failure_reported_ = true;
-  error = "System cursor helper exited; remote operation paused";
+  error = "System cursor helper exited; privacy screen will turn off";
   return false;
 }
 
diff --git a/apps/desktop/src/platform/windows/privacy/privacy_input_guard.h b/apps/desktop/src/platform/windows/privacy/privacy_input_guard.h
index 7912db1b..9e2b46f6 100644
--- a/apps/desktop/src/platform/windows/privacy/privacy_input_guard.h
+++ b/apps/desktop/src/platform/windows/privacy/privacy_input_guard.h
@@ -19,7 +19,7 @@
 namespace crossdesk {
 
 // The owner controls lifecycle; the dedicated message thread owns LL hooks.
-// Rendering, capture verification and session queries never run on this thread.
+// Rendering and session queries never run on this thread.
 class PrivacyInputGuard {
  public:
   ~PrivacyInputGuard();
diff --git a/apps/desktop/src/platform/windows/privacy/privacy_probe_renderer.cpp b/apps/desktop/src/platform/windows/privacy/privacy_probe_renderer.cpp
deleted file mode 100644
index f1575303..00000000
--- a/apps/desktop/src/platform/windows/privacy/privacy_probe_renderer.cpp
+++ /dev/null
@@ -1,142 +0,0 @@
-/*
- * @Author: DI JUNKUN
- * @Date: 2026-09-11
- * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
- */
-
-#include "privacy_probe_renderer.h"
-
-#include <algorithm>
-
-#include "privacy_probe_pattern.h"
-
-namespace crossdesk {
-namespace {
-struct Canvas {
-  HDC dc = CreateCompatibleDC(nullptr);
-  HFONT font = nullptr;
-  HGDIOBJ old_font = nullptr;
-  HBITMAP bitmap = nullptr;
-  HGDIOBJ old_bitmap = nullptr;
-  ~Canvas() {
-    if (old_bitmap) SelectObject(dc, old_bitmap);
-    if (old_font) SelectObject(dc, old_font);
-    if (bitmap) DeleteObject(bitmap);
-    if (font) DeleteObject(font);
-    if (dc) DeleteDC(dc);
-  }
-};
-bool Failed(const char* operation, std::string& error) {
-  error = std::string(operation) + " (Windows error " +
-          std::to_string(GetLastError()) + ")";
-  return false;
-}
-}  // namespace
-
-bool RenderPrivacyProbe(const std::string& title, UINT dpi, int maximum_width,
-                        int maximum_height, uint32_t value,
-                        PrivacyProbeImage& image, std::string& error) {
-  using Pattern = PrivacyProbePattern;
-  const int length =
-      MultiByteToWideChar(CP_UTF8, MB_ERR_INVALID_CHARS, title.data(),
-                          static_cast<int>(title.size()), nullptr, 0);
-  if (length <= 0) return Failed("Decode privacy verification text", error);
-  std::wstring text(length, L'\0');
-  if (!MultiByteToWideChar(CP_UTF8, MB_ERR_INVALID_CHARS, title.data(),
-                           static_cast<int>(title.size()), text.data(), length))
-    return Failed("Decode privacy verification text", error);
-  const int available_text_width =
-      maximum_width - Pattern::kTextLeft - Pattern::kPadding;
-  if (available_text_width < 80 ||
-      maximum_height < Pattern::kSide + 2 * Pattern::kPadding) {
-    error = "Display is too small for the privacy verification panel";
-    return false;
-  }
-  Canvas canvas;
-  if (!canvas.dc)
-    return Failed("Create privacy verification drawing context", error);
-  canvas.font = CreateFontW(
-      -MulDiv(28, static_cast<int>(dpi), 96), 0, 0, 0, FW_SEMIBOLD, FALSE,
-      FALSE, FALSE, DEFAULT_CHARSET, OUT_DEFAULT_PRECIS, CLIP_DEFAULT_PRECIS,
-      ANTIALIASED_QUALITY, DEFAULT_PITCH, L"Microsoft YaHei UI");
-  if (!canvas.font) return Failed("Create privacy verification font", error);
-  canvas.old_font = SelectObject(canvas.dc, canvas.font);
-  if (!canvas.old_font || canvas.old_font == HGDI_ERROR) {
-    canvas.old_font = nullptr;
-    return Failed("Select privacy verification font", error);
-  }
-  SIZE extent{};
-  if (!GetTextExtentPoint32W(canvas.dc, text.data(), length, &extent))
-    return Failed("Measure privacy verification text", error);
-  const int text_width =
-      (std::min)(available_text_width,
-                 (std::min)(static_cast<int>(extent.cx) + 4,
-                            MulDiv(520, static_cast<int>(dpi), 96)));
-  RECT text_bounds{0, 0, text_width, 0};
-  constexpr UINT text_flags = DT_LEFT | DT_WORDBREAK | DT_NOPREFIX;
-  if (!DrawTextW(canvas.dc, text.data(), length, &text_bounds,
-                 text_flags | DT_CALCRECT))
-    return Failed("Lay out privacy verification text", error);
-  const int width = Pattern::kTextLeft + text_width + Pattern::kPadding;
-  const int height =
-      (std::max)(Pattern::kSide, static_cast<int>(text_bounds.bottom)) +
-      2 * Pattern::kPadding;
-  if (height > maximum_height || text_bounds.right > text_width) {
-    error =
-        "Display is too small for localized privacy verification text at this "
-        "DPI";
-    return false;
-  }
-  BITMAPINFO info{};
-  info.bmiHeader.biSize = sizeof(BITMAPINFOHEADER);
-  info.bmiHeader.biWidth = width;
-  info.bmiHeader.biHeight = -height;
-  info.bmiHeader.biPlanes = 1;
-  info.bmiHeader.biBitCount = 32;
-  info.bmiHeader.biCompression = BI_RGB;
-  void* bits = nullptr;
-  canvas.bitmap =
-      CreateDIBSection(canvas.dc, &info, DIB_RGB_COLORS, &bits, nullptr, 0);
-  if (!canvas.bitmap || !bits)
-    return Failed("Create privacy verification image", error);
-  canvas.old_bitmap = SelectObject(canvas.dc, canvas.bitmap);
-  if (!canvas.old_bitmap || canvas.old_bitmap == HGDI_ERROR) {
-    canvas.old_bitmap = nullptr;
-    return Failed("Select privacy verification image", error);
-  }
-  auto pixels = static_cast<uint32_t*>(bits);
-  std::fill(pixels, pixels + static_cast<size_t>(width) * height, 0xFFF4F6F9u);
-  for (int y = 0; y < height; ++y)
-    for (int x = 0; x < width; ++x)
-      if (x == 0 || y == 0 || x == width - 1 || y == height - 1)
-        pixels[static_cast<size_t>(y) * width + x] = 0xFFD0D6E0u;
-  SetBkMode(canvas.dc, TRANSPARENT);
-  SetTextColor(canvas.dc, RGB(34, 46, 64));
-  RECT text_rect{Pattern::kTextLeft, (height - text_bounds.bottom) / 2,
-                 width - Pattern::kPadding, (height + text_bounds.bottom) / 2};
-  // Explicit clipping makes font fallback/overhang unable to reach the code.
-  IntersectClipRect(canvas.dc, text_rect.left, text_rect.top, text_rect.right,
-                    text_rect.bottom);
-  if (!DrawTextW(canvas.dc, text.data(), length, &text_rect, text_flags))
-    return Failed("Draw privacy verification text", error);
-  if (!GdiFlush()) return Failed("Flush privacy verification text", error);
-  for (size_t index = 0; index < static_cast<size_t>(width) * height; ++index)
-    pixels[index] |= 0xFF000000u;
-  for (int row = 0; row < Pattern::kRows; ++row)
-    for (int column = 0; column < Pattern::kColumns; ++column) {
-      const uint32_t color =
-          Pattern::White(value, column, row) ? 0xFFFFFFFFu : 0xFF000000u;
-      for (int y = 0; y < Pattern::kCell; ++y)
-        for (int x = 0; x < Pattern::kCell; ++x)
-          pixels[static_cast<size_t>(Pattern::kPadding + row * Pattern::kCell +
-                                     y) *
-                     width +
-                 Pattern::kPadding + column * Pattern::kCell + x] = color;
-    }
-  image.width = width;
-  image.height = height;
-  image.pixels.assign(pixels, pixels + static_cast<size_t>(width) * height);
-  return true;
-}
-
-}  // namespace crossdesk
diff --git a/apps/desktop/src/platform/windows/privacy/privacy_probe_renderer.h b/apps/desktop/src/platform/windows/privacy/privacy_probe_renderer.h
deleted file mode 100644
index 46f9706e..00000000
--- a/apps/desktop/src/platform/windows/privacy/privacy_probe_renderer.h
+++ /dev/null
@@ -1,32 +0,0 @@
-/*
- * @Author: DI JUNKUN
- * @Date: 2026-09-11
- * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
- */
-
-#ifndef _PRIVACY_PROBE_RENDERER_H_
-#define _PRIVACY_PROBE_RENDERER_H_
-
-#include <Windows.h>
-
-#include <cstdint>
-#include <string>
-#include <vector>
-
-namespace crossdesk {
-
-struct PrivacyProbeImage {
-  int width = 0;
-  int height = 0;
-  std::vector<uint32_t> pixels;
-};
-
-// Produces an opaque BGRA panel. The localized text and the machine-readable
-// square occupy disjoint rectangles. Caller runs on the owning window thread.
-bool RenderPrivacyProbe(const std::string& title, UINT dpi, int maximum_width,
-                        int maximum_height, uint32_t value,
-                        PrivacyProbeImage& image, std::string& error);
-
-}  // namespace crossdesk
-
-#endif  // _PRIVACY_PROBE_RENDERER_H_
diff --git a/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_dxgi.cpp b/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_dxgi.cpp
index c896d115..f31eea30 100644
--- a/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_dxgi.cpp
+++ b/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_dxgi.cpp
@@ -330,8 +330,7 @@ void ScreenCapturerDxgi::CaptureLoop() {
         timeout_ms, &frame_info, desktop_resource.GetAddressOf());
     if (hr == DXGI_ERROR_WAIT_TIMEOUT) {
       // DXGI explicitly reports an unchanged desktop. Re-emit only a frame
-      // successfully acquired for this monitor, so a static screen still has
-      // a delivery heartbeat after temporary privacy probes are removed.
+      // successfully acquired for this monitor to keep delivering static frames.
       if (cached_frame_valid && cached_generation == duplication_generation_ &&
           cached_monitor == monitor_index_.load() && callback_ && nv12_frame_) {
         const auto stream_id = MakeDisplayStreamId(cached_monitor);
@@ -342,7 +341,7 @@ void ScreenCapturerDxgi::CaptureLoop() {
       continue;
     }
     // Never replay a cached image after an acquisition/conversion failure or
-    // a backend rebuild. Normal error/reset handling must pause privacy.
+    // a backend rebuild. Normal error/reset handling releases optional privacy.
     cached_frame_valid = false;
     if (FAILED(hr)) {
       LOG_ERROR("DXGI: AcquireNextFrame failed, hr={}", (int)hr);
diff --git a/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.cpp b/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.cpp
index b6639612..e727324d 100644
--- a/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.cpp
+++ b/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.cpp
@@ -339,7 +339,7 @@ ScreenCapturerWin::~ScreenCapturerWin() { Destroy(); }
 
 void ScreenCapturerWin::NotifyPrivacyCapture(bool running) {
   if (privacy_)
-    privacy_->CaptureChanged(CaptureBackendName(impl_.get()), running);
+    privacy_->CaptureChanged(running);
 }
 
 int ScreenCapturerWin::Init(const int fps, cb_desktop_data cb) {
@@ -358,7 +358,7 @@ int ScreenCapturerWin::Init(const int fps, cb_desktop_data cb) {
                const char* reported_stream_id,
                const MiniRtcNativeVideoFrame* native_frame) {
     if (size == ScreenCapturer::kBackendReset) {
-      if (privacy_) privacy_->CaptureInterrupted();
+      if (privacy_) privacy_->Fail("Capture restarted; privacy screen will turn off");
       return;
     }
     if (secure_desktop_capture_active_.load(std::memory_order_relaxed)) {
@@ -367,7 +367,6 @@ int ScreenCapturerWin::Init(const int fps, cb_desktop_data cb) {
 
     const char* raw_stream_id = reported_stream_id ? reported_stream_id : "";
     std::string mapped_stream_id;
-    DisplayInfo privacy_display{"", 0, 0, 0, 0};
     {
       std::lock_guard<std::mutex> lock(alias_mutex_);
       auto it = stream_id_alias_.find(raw_stream_id);
@@ -381,21 +380,9 @@ int ScreenCapturerWin::Init(const int fps, cb_desktop_data cb) {
       mapped_stream_id = ResolveDisplayStreamId(
           mapped_stream_id.c_str(), canonical_displays_.size(),
           monitor_index_.load(std::memory_order_relaxed));
-      for (size_t index = 0; index < canonical_displays_.size(); ++index) {
-        if (mapped_stream_id == MakeDisplayStreamId(index)) {
-          privacy_display = canonical_displays_[index];
-          break;
-        }
-      }
     }
-    if (privacy_) {
-      if (privacy_->Engaged() && !IsWindowsPrivacyDesktopAvailable()) {
-        privacy_->Fail("Secure or unavailable desktop; privacy cannot cover system security UI. Remote operation paused.");
-        return;
-      }
-      if (!privacy_->ObserveFrame(data, size > 0 ? static_cast<size_t>(size) : 0,
-              w, h, privacy_display.left, privacy_display.top,
-              privacy_display.width, privacy_display.height)) return;
+    if (privacy_ && privacy_->Engaged() && !IsWindowsPrivacyDesktopAvailable()) {
+      privacy_->Fail("Secure or unavailable desktop; privacy screen will turn off");
     }
     if (mapped_stream_id.empty()) {
       if (!invalid_stream_id_logged_.exchange(true,
@@ -477,13 +464,12 @@ void ScreenCapturerWin::EmitCapturedFrame(
     unsigned char* data, int size, int width, int height,
     const char* stream_id, const MiniRtcNativeVideoFrame* native_frame,
     bool from_secure_desktop) {
-  // A helper IPC already in flight when enable began must not bypass the
-  // verified ordinary-desktop callback when it completes later.
+  // Secure-desktop capture takes priority; remove privacy without dropping
+  // the helper frame or delaying the remote session.
   if (from_secure_desktop && privacy_ && privacy_->Engaged()) {
-    privacy_->Fail("Secure desktop helper frame arrived during privacy; remote operation paused");
-    return;
+    privacy_->Fail("Secure desktop helper frame arrived; privacy screen will turn off");
   }
-  if (!cb_orig_ || (privacy_ && !privacy_->RemoteAllowed())) {
+  if (!cb_orig_) {
     return;
   }
 
@@ -650,12 +636,11 @@ int ScreenCapturerWin::Resume(int monitor_index) {
 
 int ScreenCapturerWin::SwitchTo(int monitor_index) {
   if (!impl_) return -1;
-  if (privacy_) privacy_->DisplayChanging();
   const int ret = impl_->SwitchTo(monitor_index);
   if (ret == 0) {
     monitor_index_.store(monitor_index, std::memory_order_relaxed);
   } else if (privacy_) {
-    privacy_->Fail("Display switch failed; remote operation paused");
+    privacy_->Fail("Display switch failed; privacy screen will turn off");
   }
   return ret;
 }
@@ -1128,13 +1113,11 @@ void ScreenCapturerWin::SecureDesktopCaptureLoop() {
   std::vector<uint8_t> secure_frame;
 
   while (running_.load(std::memory_order_relaxed)) {
-    // A privacy session must NEVER continue using the helper's secure-desktop
-    // GDI frames. Its HWNDs belong to the ordinary interactive desktop only.
+    // Privacy covers belong to the ordinary desktop. Drop privacy on a
+    // secure desktop, while continuing the normal helper capture path.
     if (privacy_ && privacy_->Engaged()) {
       if (!IsWindowsPrivacyDesktopAvailable())
-        privacy_->Fail("Secure desktop or lock screen; remote operation paused. Privacy cannot cover Windows security UI.");
-      std::this_thread::sleep_for(std::chrono::milliseconds(25));
-      continue;
+        privacy_->Fail("Secure desktop or lock screen; privacy screen will turn off. Privacy cannot cover Windows security UI.");
     }
     if (paused_.load(std::memory_order_relaxed)) {
       std::this_thread::sleep_for(std::chrono::milliseconds(10));
diff --git a/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.h b/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.h
index 9d7226bd..ee916f69 100644
--- a/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.h
+++ b/apps/desktop/src/platform/windows/screen_capturer/screen_capturer_win.h
@@ -45,7 +45,7 @@ class ScreenCapturerWin : public ScreenCapturer {
   int ResetToInitialMonitor() override;
 
   std::vector<DisplayInfo> GetDisplayInfoList() override;
-  void SetPrivacyController(PrivacyController* privacy) { privacy_ = privacy; }
+  void SetPrivacyController(PrivacyController* privacy) override { privacy_ = privacy; }
   // Set before Init(), while capture is stopped.
   void SetCaptureMethod(ScreenCaptureMethod method) { capture_method_ = method; }
 
diff --git a/apps/desktop/src/privacy/privacy_backend.h b/apps/desktop/src/privacy/privacy_backend.h
index 7d31bd6a..3865cecb 100644
--- a/apps/desktop/src/privacy/privacy_backend.h
+++ b/apps/desktop/src/privacy/privacy_backend.h
@@ -7,14 +7,12 @@
 #ifndef _PRIVACY_BACKEND_H_
 #define _PRIVACY_BACKEND_H_
 
-#include <cstdint>
 #include <memory>
 #include <string>
 
 namespace crossdesk {
 
 struct PrivacyScreenText {
-  std::string verification = "Privacy screen verification";
   std::string unlock_hint = "To turn off the privacy screen, press";
 };
 
@@ -27,12 +25,13 @@ struct PrivacyCapabilities {
 struct PrivacyHealth {
   std::string failure;
   bool emergency_exit = false;
+  bool ready = true;
 };
 
 // Lifecycle, message pumping and native resource operations run on the
 // controller's message thread. Const metadata queries are serialized with
 // those operations by the controller mutex and must not call native UI APIs.
-// No platform backend is installed on macOS/Linux yet.
+// AppKit work is queued to the main thread without waiting under this mutex.
 class PrivacyBackend {
  public:
   virtual ~PrivacyBackend() = default;
@@ -41,23 +40,23 @@ class PrivacyBackend {
                       std::string& error) = 0;
   virtual void Recover() = 0;
   virtual bool IsRecovered() const = 0;
-  virtual PrivacyHealth Poll(bool force_check = false) = 0;
+  virtual bool RecoveryPending() const { return false; }
+  virtual PrivacyHealth Poll() = 0;
   // Wait on both native window messages and controller commands.
   // Wake is the only backend operation callable from another thread.
   virtual void WaitForEvents(unsigned timeout_ms) = 0;
   virtual void Wake() = 0;
-  virtual bool PaintChallenge(uint32_t value, const std::string& title,
-                              std::string& error) = 0;
-  // Remove only the temporary capture probes, keeping all privacy covers up.
-  // The controller drains queued probe frames before admitting clean video.
-  virtual bool ClearChallenges(std::string& error) = 0;
-  virtual bool HasMonitor(int left, int top, int width, int height) const = 0;
 };
 
 #ifdef _WIN32
 std::unique_ptr<PrivacyBackend> CreateWindowsPrivacyBackend();
 bool IsWindowsPrivacyDesktopAvailable();
 #endif
+#ifdef __APPLE__
+std::unique_ptr<PrivacyBackend> CreateMacPrivacyBackend();
+// Flush queued AppKit cleanup after joining the controller at app shutdown.
+void FlushMacPrivacyTasks();
+#endif
 
 }  // namespace crossdesk
 
diff --git a/apps/desktop/src/privacy/privacy_controller.cpp b/apps/desktop/src/privacy/privacy_controller.cpp
index f5aef586..09474c4c 100644
--- a/apps/desktop/src/privacy/privacy_controller.cpp
+++ b/apps/desktop/src/privacy/privacy_controller.cpp
@@ -1,496 +1,202 @@
-/*
- * @Author: DI JUNKUN
- * @Date: 2026-09-11
- * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
- */
-
+/* Copyright (c) 2026 by DI JUNKUN, All Rights Reserved. */
 #include "privacy_controller.h"
-
 #include <chrono>
 #include <cstring>
-
 #include "rd_log.h"
 
 namespace crossdesk {
-
 uint64_t PrivacyController::Now() {
-  return static_cast<uint64_t>(
-      std::chrono::duration_cast<std::chrono::milliseconds>(
-          std::chrono::steady_clock::now().time_since_epoch())
-          .count());
+  return std::chrono::duration_cast<std::chrono::milliseconds>(
+      std::chrono::steady_clock::now().time_since_epoch()).count();
 }
-
 PrivacyController::PrivacyController(Factory factory) {
   status_.state = PrivacyState::unsupported;
-  std::strcpy(status_.reason,
-              "Privacy screen is not available on this platform");
+  std::strcpy(status_.reason, "Privacy screen is not available on this platform");
 #ifdef _WIN32
   if (!factory) factory = CreateWindowsPrivacyBackend;
+#elif defined(__APPLE__)
+  if (!factory) factory = CreateMacPrivacyBackend;
 #endif
   thread_ = std::thread([this, factory] { Run(factory); });
 }
-
 PrivacyController::~PrivacyController() { Shutdown(); }
-
 void PrivacyController::WakeLocked() {
   if (backend_) backend_->Wake();
   wake_.notify_all();
 }
-
 void PrivacyController::Shutdown() {
   {
     std::lock_guard lock(mutex_);
     quit_ = true;
-    remote_paused_.store(true);
     WakeLocked();
   }
   if (thread_.joinable()) thread_.join();
+#ifdef __APPLE__
+  FlushMacPrivacyTasks();
+#endif
 }
-
 PrivacyStatus PrivacyController::Snapshot() const {
   std::lock_guard lock(mutex_);
   return status_;
 }
-
 void PrivacyController::SetText(const PrivacyScreenText& text) {
   std::lock_guard lock(mutex_);
   text_ = text;
 }
-
-void PrivacyController::SetState(PrivacyState state,
-                                 const std::string& reason) {
+void PrivacyController::SetState(PrivacyState state, const std::string& reason) {
   status_.state = state;
-  status_.remote_paused = remote_paused_.load();
+  status_.remote_paused = false; // Wire compatibility; privacy never pauses a session.
   ++status_.revision;
   std::strncpy(status_.reason, reason.c_str(), sizeof(status_.reason) - 1);
   status_.reason[sizeof(status_.reason) - 1] = '\0';
-  LOG_INFO(
-      "Privacy: state={}, overlay={}, input_blocked={}, paused={}, reason={}",
-      static_cast<int>(state), status_.overlay_active, status_.input_blocked,
-      status_.remote_paused, reason);
+  LOG_INFO("Privacy: state={}, overlay={}, input_blocked={}, reason={}",
+           static_cast<int>(state), status_.overlay_active, status_.input_blocked, reason);
 }
-
 void PrivacyController::Enable(bool block_input) {
   std::lock_guard lock(mutex_);
-  if (quit_) return;
-  if (status_.state == PrivacyState::on ||
-      status_.state == PrivacyState::starting ||
-      status_.state == PrivacyState::stopping ||
-      status_.state == PrivacyState::failed) {
-    SetState(status_.state, status_.reason);
-    return;
-  }
+  if (quit_ || engaged_.load() || disable_pending_) return;
   if (!status_.supported || (block_input && !status_.input_block_supported)) {
-    SetState(PrivacyState::unsupported, status_.reason);
+    SetState(PrivacyState::unsupported, "Privacy screen is unavailable");
     return;
   }
-  // Failure recovery is explicit: first turn off, then request a fresh enable.
   engaged_.store(true);
-  remote_paused_.store(true);
   block_requested_ = block_input;
   automatic_enable_ = false;
   enable_pending_ = true;
-  ever_enabled_ = false;
-  SetState(PrivacyState::starting,
-           "Creating privacy windows and checking capture");
+  failure_.clear();
+  started_ = Now();
+  SetState(PrivacyState::starting, "Enabling privacy screen");
   WakeLocked();
 }
-
 void PrivacyController::EnableOnConnection() {
   std::lock_guard lock(mutex_);
-  if (quit_ || status_.state == PrivacyState::on ||
-      status_.state == PrivacyState::starting ||
-      status_.state == PrivacyState::failed)
-    return;
-  // Also accept a reconnect while the previous disconnect is still cleaning
-  // up. Run() keeps the gate closed between recovery and this new enable.
+  if (quit_ || (engaged_.load() && !disable_pending_)) return;
+  // A reconnect may arrive before asynchronous AppKit recovery has completed.
   engaged_.store(true);
-  remote_paused_.store(true);
   block_requested_ = true;
   automatic_enable_ = true;
-  capture_start_deadline_ = Now() + 10000;
   enable_pending_ = true;
-  ever_enabled_ = false;
-  SetState(PrivacyState::starting,
-           "Connected; automatically enabling privacy and verifying capture");
+  failure_.clear();
+  started_ = Now();
+  SetState(PrivacyState::starting, "Enabling privacy on connection");
   WakeLocked();
 }
-
 void PrivacyController::Disable() {
   std::lock_guard lock(mutex_);
   if (quit_) return;
-  if (!engaged_.load() && !status_.overlay_active) {
-    SetState(status_.state, status_.reason);
-    return;
-  }
   enable_pending_ = false;
+  failure_.clear();
   disable_pending_ = true;
-  remote_paused_.store(true);
   SetState(PrivacyState::stopping, "Restoring local desktop and input");
   WakeLocked();
 }
-
-void PrivacyController::Disconnected() {
-  std::lock_guard lock(mutex_);
-  if (quit_ ||
-      (!engaged_.load() && !status_.overlay_active && !remote_paused_.load()))
-    return;
-  remote_paused_.store(true);
+void PrivacyController::Disconnected() { Disable(); }
+void PrivacyController::FailLocked(const std::string& reason) {
+  if (!engaged_.load() || disable_pending_) return;
+  failure_ = reason;
   enable_pending_ = false;
   disable_pending_ = true;
-  SetState(PrivacyState::stopping,
-           "Last controller disconnected; restoring desktop, input and session "
-           "state");
+  SetState(PrivacyState::failed, reason);
   WakeLocked();
 }
-
-void PrivacyController::FailLocked(const std::string& reason) {
-  if (!engaged_.load() || status_.state == PrivacyState::failed ||
-      status_.state == PrivacyState::stopping)
-    return;
-  remote_paused_.store(true);
-  enable_pending_ = false;
-  SetState(PrivacyState::failed, reason);
-}
-
 void PrivacyController::Fail(const std::string& reason) {
   std::lock_guard lock(mutex_);
   FailLocked(reason);
 }
-
-void PrivacyController::BeginVerification(const std::string& reason) {
-  remote_paused_.store(true);
-  verifier_.Reset(true);
-  verification_phase_ = VerificationPhase::challenge;
-  clean_frames_ = 0;
-  last_frame_received_ = 0;
-  drain_after_recovery_.store(false);
-  started_ = Now();
-  last_issue_ = 0;
-  frame_monitor_set_ = false;
-  first_verified_frame_logged_ = false;
-  SetState(PrivacyState::starting,
-           !reason.empty() ? reason
-           : automatic_enable_ && !capture_running_
-               ? "Waiting for desktop capture startup"
-               : "Verifying live desktop through " + capture_backend_);
-}
-
-void PrivacyController::CaptureChanged(const std::string& backend,
-                                       bool running) {
+void PrivacyController::CaptureChanged(bool running) {
   std::lock_guard lock(mutex_);
-  capture_backend_ = backend;
   capture_running_ = running;
-  if (!engaged_.load()) return;
-  if (ever_enabled_) {
-    FailLocked(
-        "Capture backend stopped or rebuilt; remote operation paused. Turn "
-        "privacy off to recover.");
-  } else if (status_.state == PrivacyState::starting) {
-    BeginVerification();
-  }
+  if (!running) FailLocked("Capture changed; privacy screen is being turned off");
+  WakeLocked();
 }
-
-void PrivacyController::DisplayChanging() {
-  std::lock_guard lock(mutex_);
-  if (status_.state == PrivacyState::on) BeginVerification();
-}
-
-void PrivacyController::CaptureInterrupted() {
-  std::lock_guard lock(mutex_);
-  if (!engaged_.load()) return;
-  if (ever_enabled_) {
-    FailLocked(
-        "Capture component is rebuilding; remote operation paused. Turn "
-        "privacy off to recover.");
-  } else if (status_.state == PrivacyState::starting) {
-    // The capturer owns recovery and backend selection. Require fresh frames
-    // from it without letting repeated resets extend verification forever.
-    const auto attempt_started = started_;
-    BeginVerification(
-        "Capture component interrupted; verifying recovered frames");
-    if (attempt_started) started_ = attempt_started;
-  }
-}
-
-bool PrivacyController::ObserveFrame(const uint8_t* y, size_t size, int width,
-                                     int height, int left, int top,
-                                     int physical_width, int physical_height) {
-  if (!engaged_.load() && !drain_after_recovery_.load()) return RemoteAllowed();
-  std::lock_guard lock(mutex_);
-  if (!engaged_.load()) {
-    // Disabling during verification can leave already-captured probe frames
-    // queued behind HWND destruction. Do not leak them after reporting Off.
-    if (drain_after_recovery_.load()) {
-      if (!y || width <= 0 || height <= 0 ||
-          size < static_cast<size_t>(width) * height)
-        return false;
-      if (verifier_.ContainsChallenge(y, size, width, height)) {
-        clean_frames_ = 0;
-        return false;
-      }
-      if (++clean_frames_ < 2) return false;
-      drain_after_recovery_.store(false);
-      verifier_.Reset();
-    }
-    return RemoteAllowed();
-  }
-  if (!backend_ || !status_.overlay_active ||
-      (status_.state != PrivacyState::starting &&
-       status_.state != PrivacyState::on))
-    return false;
-  if (!backend_->HasMonitor(left, top, physical_width, physical_height) ||
-      width != (physical_width & ~1) || height != (physical_height & ~1)) {
-    if (ever_enabled_)
-      FailLocked(
-          "Capture geometry changed or cannot be verified; remote operation "
-          "paused");
-    return false;
-  }
-  if (frame_monitor_set_ && (frame_left_ != left || frame_top_ != top)) {
-    BeginVerification();
-  }
-  frame_left_ = left;
-  frame_top_ = top;
-  frame_monitor_set_ = true;
-  if (!y || size < static_cast<size_t>(width) * height) {
-    FailLocked(
-        "Capture returned an invalid desktop frame; remote operation paused");
-    return false;
-  }
-  last_frame_received_ = Now();
-  if (verification_phase_ == VerificationPhase::challenge) {
-    verifier_.Observe(y, size, width, height, last_frame_received_);
-    return false;  // Verification pixels are never sent to the encoder.
-  }
-  if (verifier_.ContainsChallenge(y, size, width, height)) {
-    clean_frames_ = 0;
-    if (verification_phase_ == VerificationPhase::live) {
-      drain_after_recovery_.store(true);
-      FailLocked(
-          "Capture reintroduced verification pixels; remote operation paused");
-    }
-    return false;
-  }
-  if (verification_phase_ == VerificationPhase::draining) {
-    if (clean_frames_ < 2) ++clean_frames_;
-    return false;  // Only the owner thread can publish the verified On state.
-  }
-  if (status_.state != PrivacyState::on) return false;
-  if (!first_verified_frame_logged_) {
-    first_verified_frame_logged_ = true;
-    LOG_INFO(
-        "Privacy: first clean verified desktop frame admitted, backend={}, "
-        "size={}x{}, origin=({}, {})",
-        capture_backend_, width, height, left, top);
-  }
-  return true;
-}
-
 void PrivacyController::Run(Factory factory) {
   std::unique_lock lock(mutex_);
   try {
     if (factory) backend_ = factory();
-    if (backend_) {
-      const auto caps = backend_->Query();
-      last_capability_check_ = Now();
-      status_.supported = caps.overlay;
-      status_.input_block_supported = caps.block_input;
-      // A connection can arm the gate before this thread has initialized.
-      if (!engaged_.load())
-        SetState(caps.overlay ? PrivacyState::off : PrivacyState::unsupported,
-                 caps.reason);
-    }
     while (!quit_) {
-      if (backend_ && !engaged_.load() &&
-          Now() - last_capability_check_ >= 2000) {
+      if (last_capability_check_ == 0 ||
+          (!engaged_.load() && Now() - last_capability_check_ >= 2000)) {
         last_capability_check_ = Now();
-        const auto caps = backend_->Query();
-        if (status_.supported != caps.overlay ||
-            status_.input_block_supported != caps.block_input) {
-          status_.supported = caps.overlay;
-          status_.input_block_supported = caps.block_input;
-          SetState(caps.overlay ? PrivacyState::off : PrivacyState::unsupported,
-                   caps.reason);
-        }
+        const auto caps = backend_ ? backend_->Query() : PrivacyCapabilities{};
+        const bool changed = status_.supported != caps.overlay ||
+                             status_.input_block_supported != caps.block_input;
+        status_.supported = caps.overlay;
+        status_.input_block_supported = caps.block_input;
+        if (!engaged_.load() && (changed || status_.revision == 0))
+          SetState(caps.overlay ? PrivacyState::off : PrivacyState::unsupported, caps.reason);
       }
       if (disable_pending_) {
         if (backend_) backend_->Recover();
+        if (backend_ && backend_->RecoveryPending()) {
+          lock.unlock();
+          backend_->WaitForEvents(25);
+          lock.lock();
+          continue;
+        }
         disable_pending_ = false;
         if (backend_ && !backend_->IsRecovered()) {
           enable_pending_ = false;
-          SetState(PrivacyState::failed,
-                   "Could not release every privacy resource; remote operation "
-                   "remains paused");
-          continue;
-        }
-        status_.overlay_active = status_.input_blocked = false;
-        const bool drain = challenges_visible_ ||
-                           verification_phase_ == VerificationPhase::draining ||
-                           drain_after_recovery_.load();
-        challenges_visible_ = false;
-        clean_frames_ = 0;
-        drain_after_recovery_.store(drain);
-        if (!drain) verifier_.Reset();
-        verification_phase_ = VerificationPhase::live;
-        if (enable_pending_) {
-          SetState(PrivacyState::starting,
-                   "Reconnected; automatically restoring privacy protection");
+          disable_pending_ = true; // Retry native cleanup without affecting the session.
+          SetState(PrivacyState::failed, "Could not release every privacy resource");
         } else {
-          ever_enabled_ = false;
-          automatic_enable_ = false;
-          block_requested_ = false;
-          capture_start_deadline_ = 0;
-          started_ = last_issue_ = 0;
-          frame_monitor_set_ = false;
-          first_verified_frame_logged_ = false;
-          engaged_.store(false);
-          remote_paused_.store(false);
-          SetState(PrivacyState::off, "Privacy screen is off");
+          status_.overlay_active = status_.input_blocked = false;
+          if (!enable_pending_) {
+            engaged_.store(false);
+            SetState(failure_.empty() ? PrivacyState::off : PrivacyState::failed,
+                     failure_.empty() ? "Privacy screen is off" : failure_);
+          }
         }
       }
       if (enable_pending_) {
-        enable_pending_ = false;
-        std::string error;
-        if (automatic_enable_) {
-          const auto caps =
-              backend_ ? backend_->Query()
-                       : PrivacyCapabilities{false, false,
-                                             "No privacy backend is installed"};
-          status_.supported = caps.overlay;
-          status_.input_block_supported = caps.block_input;
-          if (!caps.overlay || !caps.block_input)
-            FailLocked("Automatic privacy unavailable: " + caps.reason);
-        }
-        if (status_.state != PrivacyState::failed) {
-          if (!capture_running_ && !automatic_enable_) {
-            FailLocked("No running desktop capture; remote operation paused");
-          } else if (!backend_->Enable(block_requested_, text_, error)) {
-            backend_->Recover();
-            status_.overlay_active = !backend_->IsRecovered();
+        const auto caps = backend_ ? backend_->Query() : PrivacyCapabilities{};
+        status_.supported = caps.overlay;
+        status_.input_block_supported = caps.block_input;
+        if (!caps.overlay || (block_requested_ && !caps.block_input)) {
+          FailLocked("Privacy screen unavailable: " + caps.reason);
+        } else if (!capture_running_) {
+          if (!automatic_enable_ || Now() - started_ > 10000)
+            FailLocked("No desktop capture available for privacy screen");
+        } else {
+          enable_pending_ = false;
+          std::string error;
+          if (!backend_->Enable(block_requested_, text_, error)) {
             FailLocked(error);
           } else {
             status_.overlay_active = true;
             status_.input_blocked = block_requested_;
-            BeginVerification();
+            started_ = Now();
           }
         }
       }
-      // Pump the native queue even after recovery: the message sink is reused.
-      const auto health =
-          backend_ ? backend_->Poll(status_.state == PrivacyState::starting &&
-                                    verifier_.Verified())
-                   : PrivacyHealth{};
-      if (backend_ && engaged_.load()) {
+      const auto health = backend_ ? backend_->Poll() : PrivacyHealth{};
+      if (engaged_.load() && !disable_pending_) {
         if (health.emergency_exit) {
-          remote_paused_.store(true);
+          failure_.clear();
           enable_pending_ = false;
           disable_pending_ = true;
-          SetState(PrivacyState::stopping,
-                   "Local privacy exit; restoring desktop and input before "
-                   "resuming remote operation");
-          continue;
+          SetState(PrivacyState::stopping, "Local shortcut: restoring desktop and input");
         } else if (!health.failure.empty()) {
           FailLocked(health.failure);
-        }
-        if (status_.overlay_active &&
-            (status_.state == PrivacyState::starting ||
-             status_.state == PrivacyState::on)) {
-          const auto now = Now();
-          if (verification_phase_ == VerificationPhase::challenge &&
-              now - last_issue_ >= 250) {
-            uint32_t challenge;
-            do {
-              challenge = random_();
-            } while (challenge == 0 || challenge == UINT32_MAX);
-            std::string error;
-            challenges_visible_ = true;
-            // Record even a partially painted multi-monitor challenge, so
-            // cleanup can reject its queued frames if another monitor fails.
-            verifier_.Issue(challenge, now);
-            if (!backend_->PaintChallenge(challenge, text_.verification,
-                                          error)) {
-              FailLocked(error);
-            } else {
-              last_issue_ = now;
-            }
-          }
-          if (status_.state == PrivacyState::starting &&
-              verification_phase_ == VerificationPhase::challenge &&
-              verifier_.Verified() && capture_running_) {
-            std::string error;
-            if (!backend_->ClearChallenges(error)) {
-              FailLocked(error);
-            } else {
-              challenges_visible_ = false;
-              verification_phase_ = VerificationPhase::draining;
-              clean_frames_ = 0;
-              started_ = now;
-              SetState(PrivacyState::starting,
-                       "Capture exclusion verified; waiting for clean desktop "
-                       "frames");
-            }
-          }
-          if (status_.state == PrivacyState::starting &&
-              verification_phase_ == VerificationPhase::draining &&
-              clean_frames_ >= 2 && capture_running_) {
-            verification_phase_ = VerificationPhase::live;
-            ever_enabled_ = true;
-            automatic_enable_ = false;
-            remote_paused_.store(false);
-            SetState(PrivacyState::on, "Privacy screen verified using " +
-                                           capture_backend_ +
-                                           "; verification windows removed");
-          }
-          if (status_.state == PrivacyState::on &&
-              now - last_frame_received_ > 1500) {
-            // Live sessions rely on capture delivery and native window/backend
-            // health; verification pixels are never painted during operation.
-            FailLocked(
-                "Capture stopped delivering desktop frames; remote operation "
-                "paused");
-          } else if (status_.state == PrivacyState::starting &&
-                     automatic_enable_ && !capture_running_) {
-            if (now >= capture_start_deadline_)
-              FailLocked(
-                  "Desktop capture did not start; automatic privacy remains "
-                  "paused");
-          } else if (status_.state == PrivacyState::starting &&
-                     now - started_ > 3000) {
-            if (verification_phase_ == VerificationPhase::draining) {
-              FailLocked(
-                  "Capture did not clear its verification pixels; remote "
-                  "operation paused");
-            } else {
-              FailLocked("Current capture backend " + capture_backend_ +
-                         " did not pass privacy verification; remote operation "
-                         "paused. Turn privacy off to recover.");
-            }
-          }
+        } else if (!enable_pending_ && status_.state == PrivacyState::starting) {
+          if (health.ready)
+            SetState(PrivacyState::on, "Privacy screen is on");
+          else if (Now() - started_ > 3000)
+            FailLocked("Privacy screen did not become ready");
         }
       }
       if (backend_) {
-        // Keep window notifications and emergency exits responsive. Low-level
-        // input hooks are pumped independently by PrivacyInputGuard.
-        const unsigned timeout_ms = engaged_.load() ? 25 : 2000;
+        const unsigned timeout = engaged_.load() || disable_pending_ ? 25 : 2000;
         lock.unlock();
-        backend_->WaitForEvents(timeout_ms);
+        backend_->WaitForEvents(timeout);
         lock.lock();
       } else {
-        // Unsupported platforms have no native health or capability polling.
-        wake_.wait(lock);
+        wake_.wait(lock, [this] { return quit_ || enable_pending_ || disable_pending_; });
       }
     }
   } catch (const std::exception& e) {
     if (!lock.owns_lock()) lock.lock();
-    remote_paused_.store(true);
-    SetState(PrivacyState::failed,
-             std::string("Privacy component failed: ") + e.what());
-  }
-  if (backend_) {
-    backend_->Recover();
-    backend_.reset();
+    SetState(PrivacyState::failed, std::string("Privacy component failed: ") + e.what());
   }
+  if (backend_) { backend_->Recover(); backend_.reset(); }
 }
-
 }  // namespace crossdesk
diff --git a/apps/desktop/src/privacy/privacy_controller.h b/apps/desktop/src/privacy/privacy_controller.h
index 3c8eb8f5..3ad1a6d7 100644
--- a/apps/desktop/src/privacy/privacy_controller.h
+++ b/apps/desktop/src/privacy/privacy_controller.h
@@ -1,26 +1,19 @@
-/*
- * @Author: DI JUNKUN
- * @Date: 2026-09-10
- * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
- */
-
+/* Copyright (c) 2026 by DI JUNKUN, All Rights Reserved. */
 #ifndef _PRIVACY_CONTROLLER_H_
 #define _PRIVACY_CONTROLLER_H_
 
 #include <remote_action.h>
-
 #include <atomic>
 #include <condition_variable>
 #include <functional>
 #include <mutex>
-#include <random>
 #include <thread>
-
 #include "privacy_backend.h"
-#include "privacy_frame_verifier.h"
 
 namespace crossdesk {
 
+// Privacy is optional: it must never gate desktop video, audio or remote input.
+// A failed backend is recovered automatically while the session keeps running.
 class PrivacyController {
  public:
   using Factory = std::function<std::unique_ptr<PrivacyBackend>()>;
@@ -28,72 +21,39 @@ class PrivacyController {
   ~PrivacyController();
   PrivacyController(const PrivacyController&) = delete;
   PrivacyController& operator=(const PrivacyController&) = delete;
-
   PrivacyStatus Snapshot() const;
-  // The cover uses a snapshot of these strings when the next session starts.
   void SetText(const PrivacyScreenText& text);
   void Enable(bool block_input);
-  // Arms protection synchronously before an incoming connection is published.
-  // Unlike a manual request, startup/unavailable capture cannot leave the
-  // newly connected peer with ordinary unprotected remote access.
   void EnableOnConnection();
   void Disable();
-  // Called only after the last control session has been removed. Failures keep
-  // protection while a session exists; ending that session recovers everything
-  // and must not leave the next connection in a paused/failed state.
   void Disconnected();
   void Shutdown();
   void Fail(const std::string& reason);
-  bool RemoteAllowed() const { return !remote_paused_.load(); }
   bool Engaged() const { return engaged_.load(); }
-  void CaptureChanged(const std::string& backend, bool running);
-  void CaptureInterrupted();
-  void DisplayChanging();
-  bool ObserveFrame(const uint8_t* y, size_t size, int width, int height,
-                    int left, int top, int physical_width, int physical_height);
+  void CaptureChanged(bool running);
 
  private:
-  enum class VerificationPhase { challenge, draining, live };
   void Run(Factory factory);
   void WakeLocked();
   void SetState(PrivacyState state, const std::string& reason);
   void FailLocked(const std::string& reason);
-  void BeginVerification(const std::string& reason = {});
   static uint64_t Now();
-
   mutable std::mutex mutex_;
   std::condition_variable wake_;
   std::thread thread_;
   std::unique_ptr<PrivacyBackend> backend_;
   PrivacyStatus status_{};
-  PrivacyFrameVerifier verifier_;
   PrivacyScreenText text_;
-  std::mt19937 random_{std::random_device{}()};
-  std::atomic<bool> remote_paused_{false};
   std::atomic<bool> engaged_{false};
-  std::atomic<bool> drain_after_recovery_{false};
-  VerificationPhase verification_phase_ = VerificationPhase::challenge;
-  bool challenges_visible_ = false;
-  unsigned clean_frames_ = 0;
-  uint64_t last_frame_received_ = 0;
   bool quit_ = false;
   bool enable_pending_ = false;
   bool disable_pending_ = false;
   bool block_requested_ = false;
-  bool capture_running_ = false;
-  bool ever_enabled_ = false;
   bool automatic_enable_ = false;
-  uint64_t capture_start_deadline_ = 0;
-  std::string capture_backend_;
+  bool capture_running_ = false;
+  std::string failure_;
   uint64_t started_ = 0;
-  uint64_t last_issue_ = 0;
   uint64_t last_capability_check_ = 0;
-  int frame_left_ = 0;
-  int frame_top_ = 0;
-  bool frame_monitor_set_ = false;
-  bool first_verified_frame_logged_ = false;
 };
-
 }  // namespace crossdesk
-
-#endif  // _PRIVACY_CONTROLLER_H_
+#endif
diff --git a/apps/desktop/src/privacy/privacy_frame_verifier.h b/apps/desktop/src/privacy/privacy_frame_verifier.h
deleted file mode 100644
index 087c4bc9..00000000
--- a/apps/desktop/src/privacy/privacy_frame_verifier.h
+++ /dev/null
@@ -1,98 +0,0 @@
-/*
- * @Author: DI JUNKUN
- * @Date: 2026-09-10
- * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
- */
-
-#ifndef _PRIVACY_FRAME_VERIFIER_H_
-#define _PRIVACY_FRAME_VERIFIER_H_
-
-#include <cstddef>
-#include <cstdint>
-#include <deque>
-
-#include "privacy_probe_pattern.h"
-
-namespace crossdesk {
-
-// An opaque square code beside localized text, UNDER the privacy cover.
-// Used only while transmission is gated during capture validation. Probes are
-// then removed, and queued frames containing their tokens must be discarded.
-class PrivacyFrameVerifier {
- public:
-  void Reset(bool retain_history = false) {
-    challenges_.clear();
-    if (!retain_history) issued_values_.clear();
-    matches_ = 0;
-  }
-  void Issue(uint32_t value, uint64_t now) {
-    challenges_.push_back({value, now, false});
-    issued_values_.push_back(value);
-    // Covers more than the startup/drain deadlines, including backend retries.
-    while (issued_values_.size() > 128) issued_values_.pop_front();
-    // A validation attempt is time-bounded. Keep every issued token so an old
-    // queued frame cannot escape merely because its token expired for matching.
-  }
-  bool Observe(const uint8_t* y, size_t size, int width, int height,
-               uint64_t now) {
-    uint32_t value = 0;
-    if (!Decode(y, size, width, height, value)) return false;
-    for (auto& challenge : challenges_) {
-      if (challenge.value != value || now - challenge.issued > 750) continue;
-      if (!challenge.seen) {
-        challenge.seen = true;
-        ++matches_;
-      }
-      return true;
-    }
-    return false;
-  }
-  bool Verified() const { return matches_ >= 2; }
-  bool ContainsChallenge(const uint8_t* y, size_t size, int width,
-                         int height) const {
-    uint32_t value = 0;
-    if (!Decode(y, size, width, height, value)) return false;
-    for (const auto issued : issued_values_)
-      if (issued == value) return true;
-    return false;
-  }
-
- private:
-  static bool Decode(const uint8_t* y, size_t size, int width, int height,
-                     uint32_t& value) {
-    using Pattern = PrivacyProbePattern;
-    if (!y || width < Pattern::kCaptureExtent ||
-        height < Pattern::kCaptureExtent ||
-        size < static_cast<size_t>(width) * height)
-      return false;
-    value = 0;
-    for (int bit = 0; bit < 32; ++bit) {
-      const int x = Pattern::kOffset + Pattern::kPadding +
-                    (bit % Pattern::kColumns) * Pattern::kCell +
-                    Pattern::kCell / 2;
-      const int row = Pattern::kOffset + Pattern::kPadding +
-                      (bit / Pattern::kColumns) * Pattern::kCell +
-                      Pattern::kCell / 2;
-      const auto pixel = y[static_cast<size_t>(row) * width + x];
-      const auto inverse =
-          y[static_cast<size_t>(row + 4 * Pattern::kCell) * width + x];
-      if ((pixel > 60 && pixel < 190) || (inverse > 60 && inverse < 190) ||
-          (pixel >= 190) == (inverse >= 190))
-        return false;
-      if (pixel >= 190) value |= uint32_t{1} << bit;
-    }
-    return true;
-  }
-  struct Challenge {
-    uint32_t value;
-    uint64_t issued;
-    bool seen;
-  };
-  std::deque<Challenge> challenges_;
-  std::deque<uint32_t> issued_values_;
-  unsigned matches_ = 0;
-};
-
-}  // namespace crossdesk
-
-#endif  // _PRIVACY_FRAME_VERIFIER_H_
diff --git a/apps/desktop/src/privacy/privacy_probe_pattern.h b/apps/desktop/src/privacy/privacy_probe_pattern.h
deleted file mode 100644
index c6872edc..00000000
--- a/apps/desktop/src/privacy/privacy_probe_pattern.h
+++ /dev/null
@@ -1,37 +0,0 @@
-/*
- * @Author: DI JUNKUN
- * @Date: 2026-09-11
- * Copyright (c) 2026 by DI JUNKUN, All Rights Reserved.
- */
-
-#ifndef _PRIVACY_PROBE_PATTERN_H_
-#define _PRIVACY_PROBE_PATTERN_H_
-
-#include <cstdint>
-
-namespace crossdesk {
-
-// Physical-pixel geometry shared by the renderer and raw-frame verifier.
-// Text can scale/wrap independently without moving any sampling location.
-struct PrivacyProbePattern {
-  static constexpr int kOffset = 16;
-  static constexpr int kPadding = 16;
-  static constexpr int kGap = 24;
-  static constexpr int kCell = 12;
-  static constexpr int kColumns = 8;
-  static constexpr int kRows = 8;
-  static constexpr int kSide = kColumns * kCell;
-  static constexpr int kCaptureExtent = kOffset + kPadding + kSide;
-  static constexpr int kTextLeft = kPadding + kSide + kGap;
-
-  // Top half carries all 32 bits; bottom half carries their complements.
-  static constexpr bool White(uint32_t value, int column, int row) {
-    const int index = row * kColumns + column;
-    const bool bit = (value & (uint32_t{1} << (index % 32))) != 0;
-    return index < 32 ? bit : !bit;
-  }
-};
-
-}  // namespace crossdesk
-
-#endif  // _PRIVACY_PROBE_PATTERN_H_
diff --git a/apps/desktop/src/screen_capturer/screen_capturer.h b/apps/desktop/src/screen_capturer/screen_capturer.h
index 9acc9d3a..8b2da871 100644
--- a/apps/desktop/src/screen_capturer/screen_capturer.h
+++ b/apps/desktop/src/screen_capturer/screen_capturer.h
@@ -14,6 +14,8 @@
 
 namespace crossdesk {
 
+class PrivacyController;
+
 class ScreenCapturer {
  public:
   // Windows backends emit a control-only callback BEFORE automatic recovery.
@@ -32,6 +34,7 @@ class ScreenCapturer {
 
  public:
   virtual int Init(const int fps, cb_desktop_data cb) = 0;
+  virtual void SetPrivacyController(PrivacyController*) {}
   virtual int Destroy() = 0;
   virtual int Start(bool show_cursor) = 0;
   virtual int Stop() = 0;
diff --git a/apps/desktop/xmake/targets.lua b/apps/desktop/xmake/targets.lua
index 9c282a8d..7307cec0 100644
--- a/apps/desktop/xmake/targets.lua
+++ b/apps/desktop/xmake/targets.lua
@@ -167,6 +167,10 @@ function setup_targets()
             add_deps("crossdesk_privacy_window", {inherit = false})
             add_includedirs("apps/desktop/src/platform/windows/input")
             add_syslinks("Wtsapi32", "Ole32", {public = true})
+        elseif is_os("macosx") then
+            add_files("apps/desktop/src/platform/macos/privacy/*.mm")
+            add_mxxflags("-fobjc-arc")
+            add_frameworks("AppKit", "ApplicationServices", {public = true})
         end
 
     if is_os("windows") then
@@ -199,6 +203,8 @@ function setup_targets()
             add_includedirs("apps/desktop/src/platform/windows/screen_capturer",
                 "apps/desktop/src/platform/windows/service")
         elseif is_os("macosx") then
+            add_deps("privacy")
+            add_mxxflags("-fobjc-arc")
             add_files("apps/desktop/src/platform/macos/screen_capturer/*.cpp",
                 "apps/desktop/src/platform/macos/screen_capturer/*.mm")
             add_includedirs("apps/desktop/src/platform/macos/screen_capturer")