Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks

Kirthi Shankar Sivamani, Rajeev Sahay, Aly El Gamal

Recent studies have shown that deep learning models are vulnerable to specifically crafted adversarial inputs that are quasi-imperceptible to humans. In this letter, we propose a n…