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.
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