Preprint
Jul 2026
Imperceptible and Reversible Adversarial Examples against Vision-Language Models for Privacy Protection
CloakDiff is proposed, the first framework for reversible, high fidelity privacy protection against text-based query attacks in VLMs and EDM Heuristic Sampling, a principled diffusion schedule for adversarial guidance.
Qinghua Lu, Ziqi Zhou, Yufei Song et al.
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