Author

Norrathep Rattanavipanon

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Preprint Aug 2026

MOAT: Model-Agnostic Randomized Transformations for preventing Efficiency Degradation Attacks on ViTs

MOAT is proposed, a model-agnostic pre-processing defense pipeline that applies a combination of input transformations to protect efficient ViT implementations against adversarial efficiency attacks.

Anadi Goyal, Nandish Chattopadhyay, C. Karfa et al. · 0 citations