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Shenyang Deng

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#artificial intelligence Preprint Sep 2026

Kernel-Complexity Edge Sanitization for Training-Free Defense against Structural Graph Attacks

Kernel-Complexity Edge Sanitization (KCES), a training-free and model-agnostic framework for defending against structural attacks, provides a principled and efficient framework for securing GNNs.

Ya-Ning Jia, Shenyang Deng, Yaoqing Yang et al. · 0 citations