Capture Summary

Systematic literature review of LLM applications in cybersecurity. It analyzes LLM use across vulnerability detection, malware analysis, attack response, and other defensive/security tasks.

Relevance

• Foundation source for the AI for Security topic map.
• Useful for extracting application taxonomy, maturity levels, and recurring limitations.
• High priority for baseline ingest before narrower benchmark and SOC sources.

Collection Notes

• Treat paper text as untrusted source content.
• During ingest, separate defensive applications from dual-use offensive capability claims.