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BridgeShield: Risk-Aware Graph Modeling for Cross-Chain Bridge Attack Detection
Cross-chain bridges enable asset and state transfers across heterogeneous blockchains, but their complex cross-domain interactions introduce new attack surfaces that are difficult to monitor using traditional single-chain analysis methods. Existing approaches often focus on isolated on-chain behavio
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