Author

Ruilong Deng

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#software testing Preprint Aug 2026

PLCBench: Can Autonomous LLM Agents Turn PLC Access into Sustained Physical Impact?

PLCBENCH is presented, to the authors' knowledge, the first real-PLC hardware-in-the-loop (HIL) framework for characterizing this cyber-to-physical capability and its boundaries and it combines vendor-native interaction, commercial PLC execution, closed-loop reduced-order process simulation, and independent outcome verification.

Yi-Tian Zhou, Jing-Yu Zheng, Qiliang Jiang et al. · 0 citations