ENTITY Chang Liu

Chang Liu

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TOOL · CL_82708 · Jun 10 · 04:00

New defense method SimGuard combats GNN backdoor attacks

Researchers have developed a new defense method called SimGuard to protect Graph Neural Networks (GNNs) from backdoor attacks. The method leverages an over-similarity observation, noting that malicious triggers in GNNs …