OVERWATCH

A native Android (Kotlin) passive surveillance-detection app. Open it, hit START, and a circle turns green / yellow / orange / red depending on how confident the engine is that there's a Flock Safety ALPR, an Axon body camera, or active police presence near you. With the screen locked, the foreground notification updates with the current tier and the phone vibrates on upward escalations — you don't have to be looking at the screen.

Passive defense only. OVERWATCH only listens — it does not transmit, probe, jam, or interfere with any device or network. The Axon advertise/fuzz code from one of the reference projects is intentionally excluded.

Website: overwatch.netslum.io · Latest release: v0.5.3 (debug-signed APK, sideload).

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Screenshots

     

_{Live threat-map circle · source drill-down · settings}

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What it detects

Source	What it looks at	Where it comes from
BLE	Bluetooth-LE advertisements: vendor MAC OUIs (Axon, Flock Penguin / Raven, XUNTONG mfg id 0x09C8, "TN" serial pattern), Raven service UUIDs, device-name patterns	Local radio scan (BLE callback API). Iterates every manufacturer-specific data entry to find XUNTONG, not just the first.
WiFi	BSSID OUI prefixes for Flock infrastructure (31-prefix superset), Flock-XXXX and other generic SSID patterns	WifiManager.getScanResults() polled every 35 s (just under the Android 11+ 4-scans/2-min throttle)
DEFLOCK	Crowdsourced ALPR locations within configurable proximity (default 200 m)	POST to Overpass API (overpass.deflock.org → fallback overpass-api.de) for man_made=surveillance + surveillance:type=ALPR in a 5 km bbox; 24 h on-disk cache by 0.05° grid cell. Refetches when the user moves > 1.5 km from the last fetch center. Backoffs after Overpass failures; treats {"remark": "...timed out..."} 200-responses as failure so timeouts don't poison the cache.
CITIZEN	Real-time public-safety incidents (police-relevant only — fire/medical-only events filtered out) within configurable proximity, < 30 min old	citizen.com/api/incident/trending (bbox) polled every 60 s, then per-incident detail via /api/incident/{id} with an in-memory cache so each incident is fetched once per session. First poll fires immediately on the first location fix.
WAZE	User-reported POLICE alerts still active in the feed within configurable proximity (default 500 m), up to ~45 min old	api.blackflagintel.com/waze/alerts-and-jams — the OVERWATCH proxy (Caddy) that injects the OpenWeb Ninja key server-side and forwards to their hosted Waze scrape, sidestepping the reCAPTCHA gating that 403s direct live-map/api/georss calls. The app authenticates with an X-App-Token entered in Settings (encrypted on-device); the paid key never ships in the APK. Polled every ~4 min. Upstream ignores type filtering and caps at 200 alerts, so the client pulls the full page and filters to POLICE itself. Alerts carry confidence (0–5) + reliability (0–10); high values nudge the score up. No token → source shows "not configured" in the drill-down.
COMMERCIAL	Nearby consumer smart-home / voice gear (Nest, Ring, Echo, hidden cams) and camera-bearing smart glasses (Meta, Snap, Vuzix) as a secondary situational signal	Rides the BLE + WiFi scans — OUI / device-name / service-UUID / SSID matches plus Bluetooth SIG company IDs from MicTargets. Score-capped at ORANGE so a cluster of doorbells (or a passing pair of Ray-Bans) never reads as ALPR-grade certainty.

Waze is back (v0.4.0+), via a key-protected proxy. Waze reCAPTCHA-gated its live-map/api/georss endpoint in 2025/2026 — automated calls get HTTP 403 regardless of IP or headless-vs-headful browser (it scores browser reputation, verified by direct testing), which is why v0.1.5 removed the original integration and why no free scraper survives. OVERWATCH reads Waze POLICE alerts through OpenWeb Ninja's hosted feed (pay-as-you-go ~$0.005/req, ≈ $1–3/mo at the 4-min poll). To keep the paid key off every device, the app doesn't hold it: a Caddy reverse proxy at api.blackflagintel.com injects the key server-side, and the app authenticates with a scoped, revocable X-App-Token entered in Settings (stored encrypted via the Android Keystore). The Waze for Cities partner feed was ruled out — it excludes POLICE and is agency-only. Waze complements Citizen: denser for roadway stops / speed traps.

Every observation is scored 0–100 by ConfidenceEngine. The on-screen tier is the maximum live score across all sources:

GREEN      < 40    nothing credible
YELLOW   40 – 69   single weak indicator
ORANGE   70 – 84   high confidence
RED        85 +    certain

The user-facing circle uses the full 4-tier mapping. Cross-source corroboration naturally pushes the global max upward (a BLE OUI hit and a DeFlock map match in the same area produce a higher tier than either alone). When idle, the circle shows muted gray with IDLE text so it's distinguishable at a glance from "scanning, all clear."

While scanning, the circle becomes a live OpenStreetMap centered on you, wrapped in a threat-color ring (the current tier at a glance) and marked with a ⌖ crosshair for your position. Map geodata is color-coded by source — Flock / DeFlock cameras red, Waze police blue, Citizen incidents purple — so each dot is self-explanatory. The same map renders in a smaller floating overlay bubble (Settings → Display over other apps) so it works over other apps.

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How alerts work

• In-app: the threat circle shows a live map with a threat-color ring and source-color dots while scanning; tap it to open the bottom-sheet drill-down with per-source rows. DeFlock, Citizen, and Waze events carry coordinates — each row has a tap-to-open Maps icon.
• Foreground notification: rebuilt on every threat-tier change. Title becomes OVERWATCH • RED (or whatever tier); text shows the top detection's score + label. Notification priority bumps to HIGH on RED so the system can surface it as a heads-up.
• Vibration: on upward tier transitions only. Short pulse for YELLOW, double for ORANGE, escalating triple for RED. Toggle in Settings → Alerts.
• Per-source health: the drill-down sheet shows orange Source unreachable text on a row when its scanner couldn't reach its data source — silent empty results vs. real failures are distinguishable.

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Architecture

ui/MainScreen.kt                   map circle + threat ring + START/STOP + drill-down sheet
ui/OverlayBubble.kt                floating "chat-bubble" version of the map circle
ui/MarkerIcons.kt                  map marker drawables — source dots + ⌖ user crosshair
ui/SettingsScreen.kt               source toggles, distance sliders, Waze token, vibrate, theme
ui/theme/Theme.kt                  Material 3 dark/light + threat colors
service/DetectionService.kt        foreground service — owns scanners, notification, vibration
service/OverlayManager.kt          WindowManager host for the floating overlay bubble
scan/BleScanner.kt                 BLE callback scanner
scan/WifiScanner.kt                WifiManager poller + SCAN_RESULTS receiver
scan/DeflockClient.kt              Overpass POST (deflock.org → overpass-api.de) + 24h cache
scan/DeflockScanner.kt             location-driven proximity check + failure backoff
scan/CitizenClient.kt              GET /api/incident/trending + /api/incident/{id}
scan/CitizenScanner.kt             60 s poller, fire/medical filter, per-id cache
scan/WazeClient.kt                 GET api.blackflagintel.com proxy (X-App-Token) → OpenWeb Ninja
scan/WazeScanner.kt                ~4 min poller, 200-alert page, client-side POLICE filter
fusion/ConfidenceEngine.kt         scoring (BLE / WiFi / DeFlock / Citizen / Waze / Commercial)
fusion/RssiTracker.kt              rise-peak-fall stationary-signal detector
fusion/DetectionStore.kt           in-memory dedup, 5-min retention, max-tier flow
fusion/SourceHealth.kt             per-source OK/FAILED registry for the drill-down
fusion/ThreatLevel.kt              4-tier enum + DetectionSource enum
data/location/LocationProvider.kt  FusedLocationProviderClient wrapper
data/settings/Settings.kt          SharedPreferences-backed StateFlow settings
data/settings/SecureStore.kt       Keystore AES/GCM store for the Waze proxy token
data/targets/                      BleOuis, WifiOuis, RavenUuids, Patterns, Manufacturers, MicTargets

No detection-history database. All state is in-memory and clears on stop, by design. Service uses START_NOT_STICKY — system kill doesn't auto-restart into a stuck state.

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Build & install

Requires:

• JDK 17 (17 or 21; Android Gradle Plugin 8.7.x rejects JDK 26)
• Android Studio with SDK Platform 35 + Build-Tools 35.x + Platform-Tools

# 1) Copy the example local.properties and point sdk.dir at your install
cp local.properties.example local.properties
# edit local.properties → sdk.dir=/Users/<you>/Library/Android/sdk
# (Waze needs no build config — paste the proxy token into Settings in-app)

# 2) Make sure JAVA_HOME is JDK 21
export JAVA_HOME=/usr/local/opt/openjdk@21/libexec/openjdk.jdk/Contents/Home

# 3) Build & install on a connected device with USB debugging
./gradlew :app:installDebug

Or download the latest debug-signed APK from Releases.

Releases are cut by CI: pushing a v* tag runs .github/workflows/release.yml, which builds :app:assembleDebug and attaches the APK to a GitHub Release. No build-time secrets — the app ships with no key or token. A fixed debug.keystore is committed (a debug key is non-secret; password is the well-known android) so every build — CI or local — signs identically and updates install in place without an uninstall.

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Permissions

Permission	Why
BLUETOOTH_SCAN, BLUETOOTH_CONNECT (API 31+)	BLE scanning
BLUETOOTH, BLUETOOTH_ADMIN (≤ API 30)	BLE scanning, legacy
ACCESS_FINE_LOCATION	Required for BLE pre-S, WiFi pre-T, and DeFlock/Citizen proximity
NEARBY_WIFI_DEVICES (API 33+)	WiFi scan results without using location
ACCESS_WIFI_STATE, CHANGE_WIFI_STATE	Trigger and read scan results
INTERNET, ACCESS_NETWORK_STATE	DeFlock Overpass, Citizen API, Waze proxy
FOREGROUND_SERVICE, FOREGROUND_SERVICE_CONNECTED_DEVICE, FOREGROUND_SERVICE_LOCATION	Keep scanning with the screen off
POST_NOTIFICATIONS (API 33+)	Foreground-service notification
VIBRATE	Haptic alert on threat-tier escalation
SYSTEM_ALERT_WINDOW	Optional floating threat-circle overlay (special-access; granted via system settings)

Requested at runtime when you press START for the first time. If you permanently deny a required permission ("don't ask again"), the START button swaps to Open app settings which fires the per-app system-settings page so you can grant manually.

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Settings

Tap the gear icon in the top-right.

• Detection sources: toggle BLE / WiFi / DeFlock / Citizen / Waze / Commercial independently. Changes take effect on the next Start. While scanning, a Restart scan to apply button appears that does stop() + start() in one tap.
• Proximity thresholds (sliders commit on release, not per-pixel):
  • DeFlock: 50 m – 1600 m (default 200 m)
  • Citizen: 100 m – 5000 m (default 500 m)
  • Waze: 100 m – 5000 m (default 500 m)
• Waze police feed: paste the api.blackflagintel.com proxy token. It's stored encrypted on-device (Android Keystore), never baked into the APK; the paid OpenWeb Ninja key stays server-side on the proxy. Empty = Waze source off.
• Alerts:
  • Vibrate on threat escalation (default on)
• Display over other apps: floating threat-circle overlay (needs the special-access permission; the app bounces you to the system page to grant it).
• Appearance: System / Dark / Light (default Dark)

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Reference repos studied while building

These live under REFERENCES/ (gitignored):

• AxonCadabra — BLE scanner skeleton (scan side only; advertise/fuzz code excluded)
• flock-detection — confidence-scoring algorithm (highest reusability), RSSI rise-peak-fall, OUIs + UUIDs + patterns
• flock-you — 31-OUI WiFi superset (promiscuous-mode tricks not portable to Android)
• deflock + deflock-app — Overpass query format + proximity-alert pattern (the Flutter app uses Overpass directly, not the CDN tiles, which the OVERWATCH client mirrors)
• wazepolice — original live-map/api/georss recipe; that endpoint is now reCAPTCHA-gated, so v0.5.0 re-added Waze via the OpenWeb Ninja proxy (api.blackflagintel.com) instead of hitting Waze directly

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Status

Phases 1–5 (skeleton, BLE, WiFi, DeFlock, Citizen, polish) complete and field-tested. Current release v0.5.1. Notable changes:

• v0.1.2 — Android 14+ foreground service type fix; NaN-coordinate filter on map data.
• v0.1.3 — DeFlock CDN replaced by direct Overpass calls (Cloudflare-blocked).
• v0.1.4 — Citizen.com added as 5th source, per-source health registry.
• v0.1.5 — Waze removed (reCAPTCHA-gated; no clean mobile workaround at the time).
• v0.1.6 — Dynamic notification with tier + label, haptic alerts, Open-in-Maps for geo events.
• v0.1.7 — System back from Settings returns to MAIN instead of exiting.
• v0.2.0 — Live map circle + COMMERCIAL source (Nest / Ring / Echo / hidden cams).
• v0.2.1–v0.2.2 — Live proximity refresh, map dot markers, map + Settings UI polish.
• v0.3.0–v0.3.2 — Floating threat-circle overlay (chat-bubble style) + drag/crash fixes.
• v0.5.0 — Waze re-added via a key-protected Caddy proxy (api.blackflagintel.com): the OpenWeb Ninja key stays server-side, the app uses an encrypted per-device token. GitHub Actions release pipeline added.
• v0.5.1 — UI: larger map circle with a threat-color ring, ⌖ user crosshair, source-color dots (Flock red / Waze blue / Citizen purple), START moved to the bottom.
• v0.5.2 — Committed a fixed debug keystore so CI + local builds sign identically; updates now install in place (no functional changes).
• v0.5.3 — Detect Meta / Snap / Vuzix smart glasses in the COMMERCIAL source (BLE company-id + name vectors); new radar app icon (launcher, themed, and notification).

License

Personal use. Reference repos retain their own licenses; do not redistribute their code as part of this project.

Disclaimer

Tool for situational awareness about deployed surveillance infrastructure in public spaces. Local laws regarding electronic surveillance, RF monitoring, and police-tracking apps vary — your responsibility to know what's legal where you are.