CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning

Hritik Bansal, Fan Yin, Nishad Singhi, Aditya Grover, Yu Yang, Kai-Wei Chang. CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning. In IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023. pages 112-123, IEEE, 2023. [doi]

@inproceedings{BansalYSGYC23,
  title = {CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning},
  author = {Hritik Bansal and Fan Yin and Nishad Singhi and Aditya Grover and Yu Yang and Kai-Wei Chang},
  year = {2023},
  doi = {10.1109/ICCV51070.2023.00017},
  url = {https://doi.org/10.1109/ICCV51070.2023.00017},
  researchr = {https://researchr.org/publication/BansalYSGYC23},
  cites = {0},
  citedby = {0},
  pages = {112-123},
  booktitle = {IEEE/CVF International Conference on Computer Vision, ICCV 2023, Paris, France, October 1-6, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0718-4},
}