Author

Guy Gilboa

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Preprint Aug 2026

SpurCon: Weighted Supervised Contrastive Learning for Mitigating Spurious Cues in Medical Imaging

Despite the rapid progress of deep neural networks in visual recognition, their adoption in high-risk medical applications remains limited due to reliability and robustness concerns. Models may exploit spurious correlations, particularly in medical imaging, where devices or treatment artifacts often co-occur with patho...

Shenhav Nadir, M. Levi, Eyal Gofer et al. · 0 citations

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. · arXiv.org · 0 citations