Navigating Chaos: The Consequences of Compromise in Mixed-Autonomy Freeways


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This session explores compromised Adaptive Cruise Control (ACC) systems as attack vectors against traffic flows. Using an advanced attack model, high-fidelity traffic simulation, and AutoEncoding Neural Networks, we demonstrate the widespread congestion caused by compromised ACCs and the detection complexities that make current traffic flows vulnerable to damaging and stealthy attacks.

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Participants
George Gunter

Speaker

Graduate Research Assistant, Vanderbilt University

Avesta Hojjati

Speaker

VP Engineering / Head of R&D, DigiCert


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