Hodaya Krakover

A Classifier-Agnostic Zero-Shot Adversarial Attack Detection via CLIP

Hodaya Krakover, Meir Yossef Levi, Eyal Gofer, Guy Gilboa

Adversarial attacks pose a challenge to the reliability of deep learning models, motivating effective detection methods. Existing techniques often rely on attack-specific assumptions, access to adversarial samples, or knowledge of the underlying classifier (white-box). We propose…Read more