AINeutralarXiv – CS AI · 7h ago6/10
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Needles at Scale: LLM-Assisted Target Selection for Windows Vulnerability Research
Researchers present Symbolicate-Enrich-Sample, a batch pipeline that uses LLM assistance to prioritize vulnerability research targets across millions of Windows functions. By combining symbol recovery, structural analysis, and language model reasoning, the system reduces 7.2 million functions to a manageable 22,000-function shortlist for security analysis.