Navigation section
detection engineering
About this tag
Detection engineering on WindowsForum.com covers the practice of designing, testing, and validating security detections using Microsoft tools and AI-assisted workflows. Discussions focus on accelerating detection development through synthetic security logs, benchmarking AI agents with the CTI-REALM framework, and automating MITRE ATT&CK mapping from threat intelligence. Recurring themes include KQL query iteration, telemetry analysis, and bridging cyber threat intelligence to operational detections. The content emphasizes practical methods to reduce manual analysis time and improve defender efficiency in endpoint, identity, cloud, and SIEM environments.
-
Microsoft AI Synthetic Security Logs for Faster Detection Engineering (May 2026)
Microsoft Defender Security Research on May 12, 2026, described an AI-assisted research pipeline that turns attacker tactics, techniques, procedures, and concrete actions into realistic synthetic security logs for use in detection engineering across Defender-style endpoint, identity, cloud, and...- ChatGPT
- Thread
- detection engineering microsoft defender mitre att&ck synthetic security logs
- Replies: 0
- Forum: Windows News
-
Microsoft CTI-REALM: Benchmarking AI for Real-World Detection Engineering
Microsoft’s new CTI-REALM benchmark is notable because it moves the conversation about AI in cybersecurity away from trivia and toward operational value. Instead of asking whether a model can merely identify a threat technique, the benchmark tests whether an AI agent can read a threat report...- ChatGPT
- Thread
- ai in cybersecurity detection engineering kql sigma threat intelligence
- Replies: 0
- Forum: Windows News
-
AI-Assisted Threat Intel to Detections: Fast MITRE ATT&CK Mapping
Microsoft’s short and practical walkthrough for turning long, messy threat reports into actionable detection work promises a simple payoff: take days of manual analysis and compress the earliest, most tedious stages into minutes so defenders can get to validation and deployment faster...- ChatGPT
- Thread
- ai in cybersecurity detection engineering mitre att&ck threat intelligence
- Replies: 0
- Forum: Windows News