Monitor 433, 868, and 915 MHz ISM bands with this Flipper Zero RF watchdog to detect signal interference, flooding, and unauthorized replays.

Alarm system for jamming attacks on Wi-Fi, Bluetooth and 433 MHz frequency devices.

🐺 Cerberus — a passive Sub-GHz RF watchdog for the Flipper Zero. Guards the 433/868/915 MHz bands and alerts on jamming, signal floods and replay attacks. Built in C (CC1101 / ufbt).

GNSS signal quality analysis library — CN0 scoring, jamming/spoofing/interference detection, multi-constellation support. Rust core, Python API.

Passive Electronic Warfare Early Warning System for civilians in conflict zones. Runs on Android (free APK) or Raspberry Pi (A node box serving a neighbourhood).

Machine Learning Model for 5G Jamming Detection. Developed by INRIA for the EU MLSysOps project.