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.
Stokes, Hermineh Sanossian, Mady Marinescu, and Anil Thomas
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Trident: Improving Malware Detection with LLMs and Behavioral Features
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.