INTEL_REPORT
arXiv — Cryptography & Security (cs.CR) · published 6/16/2026, 4:00:00 AM · TLP amber
Summary
Ingested excerpt (first ~500 chars of normalized text).
Data-Centric Benchmarking of Exploit Generation in LLMs: Understanding the Impact of Fine-Tuning arXiv:2606.15123v1 Announce Type: new Abstract: We study the task of CVE-conditioned exploit generation, where a model drafts proof-of-concept (PoC) exploits given software vulnerability context. We adopt a data-centric approach, constructing a high-quality dataset via multi-stage preprocessing and introducing a scalable evaluation framework with LLM-as-judge and fine-grained rub…
https://arxiv.org/abs/2606.15123
sha256:4fa682242a94062d8e8f5ddf4f1f7f1939594c6a766b2e9fc80aa2d750c18160
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ATT&CK techniques
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