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]

@inproceedings{0001JGZ00LPL24,
  title = {Personalization as a Shortcut for Few-Shot Backdoor Attack against Text-to-Image Diffusion Models},
  author = {Yihao Huang 0001 and Felix Juefei-Xu and Qing Guo and Jie Zhang and Yutong Wu 0009 and Ming Hu 0003 and Tianlin Li and Geguang Pu and Yang Liu},
  year = {2024},
  doi = {10.1609/aaai.v38i19.30110},
  url = {https://doi.org/10.1609/aaai.v38i19.30110},
  researchr = {https://researchr.org/publication/0001JGZ00LPL24},
  cites = {0},
  citedby = {0},
  pages = {21169-21178},
  booktitle = {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},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}