Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations

Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho. Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations. In IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023. pages 24658-24667, IEEE, 2023. [doi]

@inproceedings{HsiungTCH23-0,
  title = {Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations},
  author = {Lei Hsiung and Yun-Yun Tsai and Pin-Yu Chen and Tsung-Yi Ho},
  year = {2023},
  doi = {10.1109/CVPR52729.2023.02362},
  url = {https://doi.org/10.1109/CVPR52729.2023.02362},
  researchr = {https://researchr.org/publication/HsiungTCH23-0},
  cites = {0},
  citedby = {0},
  pages = {24658-24667},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023},
  publisher = {IEEE},
  isbn = {979-8-3503-0129-8},
}