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Add MAC-randomization resistant device detection for TSCM
- New device_identity.py: Clusters BLE/WiFi observations into probable physical devices using passive fingerprinting (not MAC addresses) - Fingerprinting based on manufacturer data, service UUIDs, capabilities, timing patterns, and RSSI trajectories - Session tracking with automatic gap detection - Risk indicators: stable RSSI, MAC rotation, ESP32 chipsets, audio-capable - Full audit trail for all clustering decisions - New ble_scanner.py: Cross-platform BLE scanning with bleak library - Detects AirTags, Tile, SmartTags, ESP32 by manufacturer ID - Fallback to system tools (btmgmt, hcitool, system_profiler) - Added API endpoints for device identity clustering (/tscm/identity/*) - Updated setup.sh with bleak dependency - Updated documentation with TSCM features and hardware requirements Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -348,6 +348,7 @@ install_macos_packages() {
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brew_install gpsd
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warn "macOS note: hcitool/hciconfig are Linux (BlueZ) utilities and often unavailable on macOS."
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info "TSCM BLE scanning uses bleak library (installed via pip) for manufacturer data detection."
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echo
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}
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@@ -539,6 +540,8 @@ install_debian_packages() {
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# Install Python packages via apt (more reliable than pip on modern Debian/Ubuntu)
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$SUDO apt-get install -y python3-flask python3-requests python3-serial >/dev/null 2>&1 || true
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$SUDO apt-get install -y python3-skyfield >/dev/null 2>&1 || true
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# bleak for BLE scanning with manufacturer data (TSCM mode)
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$SUDO apt-get install -y python3-bleak >/dev/null 2>&1 || true
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progress "Installing dump1090"
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if ! cmd_exists dump1090 && ! cmd_exists dump1090-mutability; then
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