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GPS-IDS: An Anomaly-based GPS Spoofing Attack Detection Framework for Autonomous Vehicles
May 15, 2024, 4:11 a.m. | Murad Mehrab Abrar, Raian Islam, Shalaka Satam, Sicong Shao, Salim Hariri, Pratik Satam
cs.CR updates on arXiv.org arxiv.org
Abstract: Autonomous Vehicles (AVs) heavily rely on sensors and communication networks like Global Positioning System (GPS) to navigate autonomously. Prior research has indicated that networks like GPS are vulnerable to cyber-attacks such as spoofing and jamming, thus posing serious risks like navigation errors and system failures. These threats are expected to intensify with the widespread deployment of AVs, making it crucial to detect and mitigate such attacks. This paper proposes GPS Intrusion Detection System, or GPS-IDS, …
arxiv attack attack detection attacks autonomous autonomous vehicles communication communication networks cs.cr cs.ro cyber detection errors framework global global positioning system gps ids jamming navigation networks positioning research risks sensors serious spoofing spoofing attack system vehicles vulnerable
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