Real-Time Rejection and Mitigation of Time Synchronization Attacks on the Global Positioning System
This addresses security vulnerabilities in GPS time synchronization for critical applications like navigation and communication, representing an incremental improvement over prior approaches.
The paper tackles the problem of Time Synchronization Attacks on GPS by introducing the TSARM technique, which estimates and corrects clock bias and drift to recover time, with results showing it outperforms existing methods in real-time performance.
This paper introduces the Time Synchronization Attack Rejection and Mitigation (TSARM) technique for Time Synchronization Attacks (TSAs) over the Global Positioning System (GPS). The technique estimates the clock bias and drift of the GPS receiver along with the possible attack contrary to previous approaches. Having estimated the time instants of the attack, the clock bias and drift of the receiver are corrected. The proposed technique is computationally efficient and can be easily implemented in real time, in a fashion complementary to standard algorithms for position, velocity, and time estimation in off-the-shelf receivers. The performance of this technique is evaluated on a set of collected data from a real GPS receiver. Our method renders excellent time recovery consistent with the application requirements. The numerical results demonstrate that the TSARM technique outperforms competing approaches in the literature.