Improving Adversarial Transferability of Vision-Language Pre-training Models through Collaborative Multimodal Interaction

Despite the substantial advancements in Vision-Language Pre-training (VLP) models, their susceptibility to adversarial attacks poses a significant challenge. Existing work rarely studies the transferability of attacks on VLP models, resulting in a substantial performance gap from white-box attacks....

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Hauptverfasser: Fu, Jiyuan, Chen, Zhaoyu, Jiang, Kaixun, Guo, Haijing, Wang, Jiafeng, Gao, Shuyong, Zhang, Wenqiang
Format: Artikel
Sprache:eng
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