Safe Machine Learning and Defeating Adversarial Attacks
Bita Darvish Rouani, Mohammad Samragh, Tara Javidi, Farinaz Koushanfar · IEEE Security & Privacy · 2019
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.