Illusory Attacks: Information-Theoretic Detectability Matters in Adversarial Attacks

Tim Franzmeyer, Stephen McAleer, João F. Henriques +4

Autonomous agents deployed in the real world need to be robust against adversarial attacks on sensory inputs. Robustifying agent policies requires anticipating the strongest attack…