AI SOC Agent

An AI-powered Security Operations Center (SOC) automation tool built with Python and LLMs.

Features

• Automated log analysis using AI
• Structured JSON threat reports
• Automated response actions (block IP, isolate host)
• Extensible architecture for security automation

Architecture

logs.json → AI SOC Agent → LLM Analysis → JSON Alert → Automated Response

Technologies

• Python
• OpenAI API
• Security automation concepts
• SOC workflows

Example Output

SOC AI Analysis:

{
 "threat_level": "high",
 "recommended_actions": [
  "block ip 192.168.1.45",
  "isolate host server01"
 ]
}

Author

Alin Timicer