ENTITY Message Passing Graph Neural Networks

Message Passing Graph Neural Networks

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RESEARCH · CL_72432 · Jun 4 · 15:31

New PAC-Bayesian framework enhances adversarial robustness analysis for GNNs

Researchers have developed a new PAC-Bayesian framework to analyze the adversarial robustness of message passing graph neural networks (MPGNNs). This framework offers tighter generalization bounds by quantifying paramet…

New PAC-Bayesian framework enhances adversarial robustness analysis for GNNs