Versatile Weight Attack via Flipping Limited Bits

Many attack paradigms against deep neural networks have been well studied, such as the backdoor attack in the training stage and the adversarial attack in the inference stage. In this article, we study a novel attack paradigm, the bit-flip based weight attack, which directly modifies weight bits of...

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Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 11 vom: 18. Nov., Seite 13653-13665
Auteur principal: Bai, Jiawang (Auteur)
Autres auteurs: Wu, Baoyuan, Li, Zhifeng, Xia, Shu-Tao
Format: Article en ligne
Langue:English
Publié: 2023
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article