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conftrace_

graph injection attack

6 papers

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Also known as

GIA

Co-occurring keywords · papers mentioning both

graph neural network (5) adversarial attack (5) node classification (3) homophily preservation (1) adversarial vulnerability (1) provable defense (1) multi-agent system (1) multi-target attack (1) graph injection (1) text-level attack (1)

Papers

Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective IJCAI 2025 Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against GNN-Based Fraud Detectors AAAI 2025 Collective Certified Robustness against Graph Injection Attacks ICML 2024 Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level NeurIPS 2024 Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors IJCAI 2022 Understanding and Improving Graph Injection Attack by Promoting Unnoticeability ICLR 2022