AI-Augmented SOC: LLMs and Agents for Security Automation

Think of a Security Operations Center (SOC) as a busy emergency room for cyber threats. This paper surveys how new AI tools like ChatGPT-style models and software “agents” can help triage alerts, write incident reports, auto-hunt for threats, and even trigger responses—acting like tireless junior analysts who can read all the logs, correlate events, and recommend actions much faster than humans alone.