Safe Machine Learning and Defeating Adversarial Attacks

Bita Darvish Rouhani, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar

Abstract: Adversarial attacks have exposed the unreliability of machine-learning (ML) models for decision making in autonomous agents. This article discusses recent research for ML model assurance in the face of adversarial attacks.