Detection of Cyber-Attacks in Automotive Traffic Using Macroscopic Models and Gaussian Processes
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2021.3131259
Abstract: This letter considers a class of cyber-attacks wherein an attacker has the ability to hack into a subset of vehicles driving on a highway and inject subtle changes into their driving parameters. By performing such… read more here.
Keywords: traffic; malicious vehicles; gaussian processes; cyber attacks ... See more keywords
Causality Countermeasures for Anomaly Detection in Cyber-Physical Systems
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2017.2714646
Abstract: The problem of attack detection in cyber-physical systems is considered in this paper. Transfer-entropy-based causality countermeasures are introduced for both sensor measurements and innovation sequences, which can be evaluated in a data-driven fashion without relying… read more here.
Keywords: causality countermeasures; detection; cyber physical; detection cyber ... See more keywords
Setpoint Attack Detection in Cyber-Physical Systems
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2020.3004326
Abstract: In this article, we face the problem of detecting setpoint attacks in networked control systems. We consider a setup where the reference signal (also known as setpoint) is generated by a control center remotely located… read more here.
Keywords: attack detection; detection cyber; control; setpoint attack ... See more keywords