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Ping Zhang

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Jul 2026

Skillsets on the Chain: A Blockchain-Based Zero-Trust Framework for Agentic AI Networking

Experimental results on a hardware prototype demonstrate that compared with no-blockchain trust-by-default baselines, the zero-trust overhead of TrustAgentNet is dominated by off-chain inference, while the blockchain layer incurs minor ledger costs via the ledger-IPFS storage and on/off-chain integration design.

Yayu Gao, Yong Xiao, Hao Hu et al. · 0 citations