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Ze-Chuan Zhang

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Collateral Damage Constrained Backdoor Attacks on Graph Neural Networks

The proposed Collateral Damage Constrained Graph Backdoor Attack (CDCA) combines neighborhood-aware target node selection with a self-constrained trigger generation strategy to suppress trigger-induced propagation by enforcing prediction consistency on clean K -hop neighboring nodes.

Di Jin, Ze-Chuan Zhang, Bingdao Feng et al. · 0 citations