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Author

Zi-Bin Zheng

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#small language model Preprint Oct 2026

HarnessSecurity-Bench: Do Security Mechanisms Really Protect Coding Agent Harnesses?

This work presents HarnessSecurity, the first systematic empirical study and benchmark of open- and closed-source coding agent harnesses, and derives a ten-mechanism taxonomy and assesses 400 harness-mechanism cells using independent ratings by researchers and large language model judges.

Zheng-Yang Zhu, Li-Ming Huang, Run-Min Ji et al. · 0 citations
Preprint Sep 2026

SmartMemory: Detecting On-chain-off-chain Communication Inconsistency for Smart Contract via Memory-based Agent

Smart contracts underpin decentralized finance, where growing demand for on-chain/off-chain communication(OFC) has driven diverse applications such as cross-chain bridges, real-world asset tokenization, and fiat-backed stablecoins. TheOFC-related security incidents in these applications are increasingly frequent, but p...

Ze-Qin Liao, Yuhong Nan, Heng-Long Liang et al. · 0 citations

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