PhyScout: Detecting Sensor Spoofing Attacks via Spatio-temporal Consistency
Oct 14, 2024·
,,,,·
1 min read
Yuan Xu
Gelei Deng
Xingshuo Han
Guanlin Li
Han Qiu
Tianwei Zhang
Abstract
Sensor spoofing attacks pose significant threats to autonomous systems by injecting false data into their perception pipeline. This work presents PhyScout, a novel detection mechanism that leverages spatio-temporal consistency analysis to identify and mitigate sensor spoofing attacks in real-time.
Type
Publication
ACM Conference on Computer and Communications Security (CCS)
PhyScout introduces a practical approach to detecting sensor spoofing attacks by analyzing the spatio-temporal consistency of sensor data, providing robust protection for autonomous systems against adversarial manipulation.
