GIST: GPS jamming & spoofing seen through aircraft

A deep-learning system that detects, classifies and localizes GNSS interference from crowdsourced ADS-B, trained without manual labels. Final-year Deep Learning project, Bangalore Institute of Technology.

jammingspoofingTransformer + graph attentionweak supervision
Open the live demo →Full-screen replay: simple GPS-health map vs GIST, hour by hour. Best on a laptop or projector.

Results shown are interim (single seed); the final multi-seed evaluation is pending. Data: ADSB.lol and contributors, Open Database License (ODbL). Labels are weakly supervised and real-world jammer localization is not yet validated.