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Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models

Yihao Huang 0001, Felix Juefei-Xu, Qing Guo, Jie Zhang, Yutong Wu 0009, Ming Hu 0003, Tianlin Li, Geguang Pu, Yang Liu. Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 21169-21178, AAAI Press, 2024. [doi]

Authors

Yihao Huang 0001

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Felix Juefei-Xu

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Qing Guo

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Jie Zhang

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Yutong Wu 0009

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Ming Hu 0003

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Tianlin Li

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Geguang Pu

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Yang Liu

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