Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs.

@inproceedings{fan-2026-unveiling, author = {Bowen Fan and Zhilin Guo and Xunkai Li and Yihan Zhou and Bing Zhou and Zhenjun Li and Rong-Hua Li and Guoren Wang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {2788--2799}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792284}, doi = {https://doi.org/10.1145/3774904.3792284} }