Image-Text Retrieval Backdoor Attack with Diffusion-Based Image-Editing

Deep neural networks are susceptible to backdoor attacks during the training stage. When training an image-text retrieval model, if an attacker maliciously injects image-text pairs with a backdoor trigger into the training dataset, the backdoor will be embedded into the model. During the model infer...

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Bibliographic Details
Main Author: YANG Shun, LU Hengyang
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2024-04-01
Series:Jisuanji kexue yu tansuo
Subjects:
Online Access:http://fcst.ceaj.org/fileup/1673-9418/PDF/2305032.pdf