AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning

Ziqi Zhou, Shengshan Hu, Minghui Li, Hangtao Zhang, Yechao Zhang, Hai Jin 0001. AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning. In Abdulmotaleb El-Saddik, Tao Mei, Rita Cucchiara, Marco Bertini 0001, Diana Patricia Tobon Vallejo, Pradeep K. Atrey, M. Shamim Hossain, editors, Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023. pages 6311-6320, ACM, 2023. [doi]

Abstract

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