Model Extraction Attacks Against Reinforcement Learning Based Controllers

Momina Sajid, Yanning Shen, Yasser Shoukry

We introduce the problem of model-extraction attacks in cyber-physical systems in which an attacker attempts to estimate (or extract) the feedback controller of the system. Extract…