Capture Summary

Survey focused on applying LLMs and agents to SOC tasks such as log summarization, alert triage, threat intelligence, incident response, reporting, asset discovery, and vulnerability management.

Relevance

• Directly supports AI for Security challenge analysis around SOC automation.
• Useful for identifying where agentic automation remains brittle or hard to validate.

Collection Notes

• Verify author list and exact publication metadata during ingest.
• Extract task taxonomy and claimed operational bottlenecks.