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Shun-Feng Lu

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#artificial intelligence Preprint Aug 2025

BridgeShield: Risk-Aware Graph Modeling for Cross-Chain Bridge Attack Detection

BridgeShield is presented, a graph-based framework for detecting cross-chain bridge attacks through risk-aware modeling of cross-chain execution behaviors, and consistently outperforms existing rule-based and graph-based baselines in cross-chain attack detection.

Dan-yan Lin, Shun-Feng Lu, Zi-Yan Liu et al. · 0 citations

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