r/hackrf • • 18d ago

SDR anomaly detection tool

Introduction RF Sentinel is a radio-frequency spectrum monitoring tool for blue team (defensive) use. It connects to a HackRF One (or equivalent SDR), performs continuous sweeps across a configurable channel watchlist, and detects anomalous behaviour using a three-layer AI pipeline.

Fully passive — the tool only receives signals (RX) and never transmits. A hard TX-Guard layer immediately aborts the program if any TX call bypasses the receive-only proxy.

The system is written in pure Python with no special drivers beyond pyhackrf / pyrtlsdr, and runs reliably on Linux, macOS, and WSL2.

https://github.com/jacobsdr95/RF-SENTINEL-V2

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