most citedTowards Imperceptible and Robust Adversarial Example Attacks against Neural Networks

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cs.CV2023

DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models

Ruiyuan Gao, Chenchen Zhao, Lanqing Hong +1

Given a classifier, the inherent property of semantic Out-of-Distribution (OOD) samples is that their contents differ from all legal classes in terms of semantics, namely semantic…