Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification.

@inproceedings{luo-2025-robust, author = {Jiayi Luo and Qingyun Sun and Haonan Yuan and Xingcheng Fu and Jianxin Li}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification}}, booktitle = {{Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025}}, pages = {2098--2110}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3696410.3714815}, doi = {https://doi.org/10.1145/3696410.3714815} }