SEC536: Adversarial AI - Penetration Testing AI Systems

SEC555 Live Online February is taught live in Eastern Time from February 8-12, 2027. Seven days before class, download your digital materials and run the Test Connection check under SANS Live Online in your SANS Account; printed books ship to your registration address about 14 days ahead. Class chat and help run through your course Slack channel.
Other questions are answered in the SANS Live Training FAQ.
Yes. Course author Nick Mitropoulos, CEO of Scarlet Dragonfly, teaches SEC555 live online February 8-12, 2027, in Eastern Time: five days and 30 CPEs, aligned with GIAC Certified Detection Analyst (GCDA).
How to tell whether the logs you already collect would reveal an attack, and how to write detections that would, across Microsoft Sentinel, KQL, CloudTrail, CloudWatch, and on-premises sources.
The final section covers CI/CD pipelines for detection content and using large language models to help write rules, while the analyst keeps the judgment calls.
Detection engineers, SOC analysts, threat hunters, incident responders, and architects who own monitoring coverage. A working understanding of TCP/IP, logging, and operating systems is the baseline.