ATLAS-AL: Adaptive Trust-Region for Latent Adversarial Searches via Active Learning

Marsalis Gibson, Claire Tomlin, Shankar Sastry

Security evaluation of learning-based systems requires more than just testing the system against a fixed collection of attacks. It requires adaptive mechanisms that can efficiently…