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Tian-Qing Zhu

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Preprint Sep 2026

Detecting Logic Vulnerabilities Across the Contract and Device Layers of Blockchain-Enabled IoT With Multi-Agent Heterogeneous Graph Attention

Blockchain-enabled Internet of Things (IoT) systems integrate smart contracts with embedded devices to support decentralized device management and access control. Their security therefore depends jointly on the logic of on-chain contracts and off-chain device firmware. Logic flaws in either layer can violate the same s...

Min-Feng Qi, Jia-Lin Li, Tian-Qing Zhu et al. · 0 citations

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