A Minimally Informed Black-Box Fake-Report Attack on DRL Traffic-Signal Control

Amro Saleh, Loukas Lazos, Mohammad J. Abdel-Rahman

Deep reinforcement learning (DRL) traffic-signal controllers may use vehicle-to-infrastructure (V2I) reports, exposing their perception layer to false-data injection. Existing demo…