Lingyun Liu

Prompt-based Unifying Inference Attack on Graph Neural Networks

2025 · Proceedings of the AAAI Conference on Artificial Intelligence

Graph neural networks (GNNs) provide important prospective insights in applications such as social behavior analysis and financial risk analysis based on their powerful learning capabilities on graph data. Nevertheless, GNNs' predictive performance relies on the …