Introduces a sandbox-based closed-loop digital twin that synchronizes controller side-channel traces with plant evolution for CPS security testing and observability.
Dynamic malware analysis in the modern era—a state of the art survey,
2 Pith papers cite this work, alongside 368 external citations. Polarity classification is still indexing.
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Trident combines static decision trees, LLM-generated behavioral rules from sandbox reports, and direct LLM analysis via majority voting to outperform static methods while resisting concept drift without retraining.
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Sandbox-Enabled Digital Twin for Cyber-Physical Systems
Introduces a sandbox-based closed-loop digital twin that synchronizes controller side-channel traces with plant evolution for CPS security testing and observability.