Author

Hadjer Benkraouda

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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

#small language model Review Sep 2026

A SoK for SoCs: Reading the TI Leaves on AI for Cyber Threat Intelligence Generation and Sharing

Three research directions for automating the production of shareable intelligence are derived from a literature survey of academic papers, organizing the CTI lifecycle into three stages: Threat Data Collection, CTI Generation and Sharing, and CTI Consumption.

Saastha Vasan, Hadjer Benkraouda, Jizhou Chen et al. · 0 citations