A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks

Ju Jia, Siqi Ma, Yang Liu 0003, Lina Wang, Robert H. Deng. A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks. IEEE Transactions on Information Forensics and Security, 19:59-73, 2024. [doi]

@article{JiaMLWD24,
  title = {A Causality-Aligned Structure Rationalization Scheme Against Adversarial Biased Perturbations for Graph Neural Networks},
  author = {Ju Jia and Siqi Ma and Yang Liu 0003 and Lina Wang and Robert H. Deng},
  year = {2024},
  doi = {10.1109/TIFS.2023.3318936},
  url = {https://doi.org/10.1109/TIFS.2023.3318936},
  researchr = {https://researchr.org/publication/JiaMLWD24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Forensics and Security},
  volume = {19},
  pages = {59-73},
}