Detection Engineering case study
SOC Automation and Detection Engineering Homelab
Built and validated an end-to-end SOC detection and response pipeline: Splunk correlation alerts trigger an n8n SOAR workflow that enriches indicators with VirusTotal v3 and asks a local LLM (qwen/qwen3.5-9b, temperature 0.1) for a deterministic HIGH_RISK or LOW_RISK verdict. Each alert opens a DFIR-IRIS case; high-risk verdicts automatically trigger a Velociraptor Windows.Triage.Collection and Wazuh Active Response host isolation, while low-risk alerts are documented and closed. The full path was validated with synthetic high-risk and low-risk scenarios, without live malware or real IOC traffic.