Fundamental Limits of Man-in-the-Middle Attack Detection in Model-Free Reinforcement Learning

Rishi Rani, Massimo Franceschetti

We consider the problem of learning-based man-in-the-middle (MITM) attacks in cyber-physical systems (CPS), and extend our previously proposed Bellman Deviation Detection (BDD) fra…