@article{unveilingthevulnerabilityofgraphllmsanin, title = {Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs}, 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}, year = {2025}, eprint = {2510.12233}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.12233}, }