Backdoor Attack

Cross-Paradigm Graph Backdoor Attacks with Promptable Subgraph Triggers

Dongyi Liu, Jiangtong Li

International Joint Conference on Artificial Intelligence (IJCAI 2026)

Graph Neural Network Backdoor Attack Graph Prompt Learning

Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool

Jiangtong Li*, Dongyi Liu*, Kun Zhu, Dawei Cheng, Changjun Jiang

Conference on Neural Information Processing Systems (NeurIPS 2025)

Graph Neural Network Backdoor Attack Graph Security