Backdoor attacks against deep image compression via adaptive frequency trigger

Recent deep-learning-based compression methods have achieved superior performance compared with traditional approaches. However, deep learning models have proven to be vulnerable to backdoor attacks, where some specific trigger patterns added to the input can lead to malicious behavior of the models...

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Bibliographic Details
Main Authors: Yu, Yi, Wang, Yufei, Yang, Wenhan, Lu, Shijian, Tan, Yap Peng, Kot, Alex Chichung
Other Authors: Interdisciplinary Graduate School (IGS)
Format: Conference Paper
Language:English
Published: 2023
Subjects:
Online Access:https://hdl.handle.net/10356/168045
https://cvpr2023.thecvf.com/Conferences/2023