SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly

Liuwan Zhu, Rui Ning, Jiang Li, Chunsheng Xin, Hongyi Wu. SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly. 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 7766-7774, AAAI Press, 2024. [doi]

@inproceedings{ZhuNLXW24,
  title = {SEER: Backdoor Detection for Vision-Language Models through Searching Target Text and Image Trigger Jointly},
  author = {Liuwan Zhu and Rui Ning and Jiang Li and Chunsheng Xin and Hongyi Wu},
  year = {2024},
  doi = {10.1609/aaai.v38i7.28611},
  url = {https://doi.org/10.1609/aaai.v38i7.28611},
  researchr = {https://researchr.org/publication/ZhuNLXW24},
  cites = {0},
  citedby = {0},
  pages = {7766-7774},
  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},
}