Koshiro Toishi

Robust Adversarial Defense Based on Non-Transferability of Attack Across Foundation Models

This paper presents a novel adversarial defense method that exploits non-transferability of attack across foundation models. Existing adversarial training methods have insufficient robustness to adversarial examples under powerful adversarial attacks in a white-box setting. We clarify that there is…