MARS: Malware Analysis with Rule-Based Scoring of LLM Claims

arXiv:2610.09553v1 Announce Type: new Abstract: Large language models can triage malware through direct verdicts or behavioral claims scored by an external policy. We present MARS, a malware triage framework, and compare direct classification with single-pass claim scoring using the same evidence collector and identical static evidence bundles for each model.

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