High we Fly: Wireless Witnessing and Crowdsourcing for Air-Traffic Communication Security

High we Fly: Wireless Witnessing and Crowdsourcing for Air-Traffic Communication Security

연구 분야: Infrastructure

학회: CPSS '21: Proceedings of the 7th ACM on Cyber-Physical System Security Workshop

In this talk I will address aviation security and secure surveillance/control that are crucial for the safety of air traffic. Two wireless systems widely deployed in this context are the Global Positioning System (GPS) and ADS-B (Automatic Dependent Surveillance Broadcast). I will discuss why wireless systems like GPS and ADS-B are hard to fully secure and I will present novel mechanisms to improve air-traffic-related security at the intersection of these two systems. In particular, I will talk about (1) Crowd-GPS-Sec, a system to detect and localize GPS spoofing attacks on moving airborne targets such as UAVs or commercial airliners, as well as (2) ADS-B-Trust, an approach to leverage machine learning for ADS-B and GPS attack detection. These systems demonstrate the potential of sensor-based crowdsourcing and wireless witnessing for attack detection purposes in a typically rather closed industry sector.