Are LLM-Enhanced Graph Neural Networks Robust against Poisoning Attacks?

Yuhang Ma, Jie Wang, Zheng Yan

Large Language Models (LLMs) have advanced Graph Neural Networks (GNNs) by enriching node representations with semantic features, giving rise to LLM-enhanced GNNs that achieve nota…