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Berkay Celik

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Preprint Sep 2026

Reveree: Diagnosing LLM Reverse-Engineering Agents

Reveree is a diagnostic framework that scores an LLM RE agent's trajectory at three tiers: solve rate, milestone progress through an eight-stage RE schema, and a behavioral profile of its actions, finding that the base model dominates performance, whereas prompting strategy is a secondary, model-dependent effect.

Hadjer Benkraouda, Hongyu Cai, Berkay Celik et al. · 0 citations

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