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Eyal Gofer

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Jun 2026

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

This work proposes $A^4D$ Attack- and Architecture-Agnostic Adversarial Detector, a completely black-box, zero-shot adversarial attack detection framework that utilizes prompt-based similarity scores derived from CLIP, the first attempt to utilize CLIP for such a task.

Hodaya Krakover, M. Levi, Eyal Gofer et al. · 0 citations