A stealthy and robust backdoor attack via frequency domain transform

Deep learning models are vulnerable to backdoor attacks, where an adversary aims to inject a hidden backdoor into the deep learning models, such that the victim models perform well on clean data but output predefined wrong results on data containing specific triggers (e.g., a pattern, or a specific...

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Bibliographic Details
Published in:World wide web (Bussum) Vol. 26; no. 5; pp. 2767 - 2783
Main Authors: Hou, Ruitao, Huang, Teng, Yan, Hongyang, Ke, Lishan, Tang, Weixuan
Format: Journal Article
Language:English
Published: New York Springer US 01.09.2023
Springer Nature B.V
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ISSN:1386-145X, 1573-1413
Online Access:Get full text
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