SEC536: Adversarial AI - Penetration Testing AI Systems


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A successful sign-in is not the end of an identity attack. Once an attacker holds a session, the harder question is what they can create or use, and what defenders must remove before declaring the account clean. In this webcast, Maxim Deweerdt takes the “Chasing Ghosts” RSA follow-up into a practical investigation of post-sign-in access in Microsoft Entra environments.
Using clearly separated incident reporting and lab research, Maxim will examine unauthorized device enrollment and new Windows Hello for Business credentials, local use of an existing victim key on a compromised endpoint, and the boundaries of session replay protection.
An illustrative investigation walkthrough will show how to connect non-interactive sign-ins, directory changes and workload activity, then use that evidence to guide revocation, credential rotation, removal of confirmed persistence and validation of cleanup.
Designed for SOC analysts, identity administrators, detection engineers, and incident responders, this session focuses on what to investigate after the sign-in and how to test whether eviction actually worked.
This session supports concepts from the SANS SEC559: Identity Security for Cloud, Hybrid, and Agentic. To learn more about this course, browse upcoming runs, and access your free preview, CLICK HERE!


Maxim Deweerdt is a Principal SANS Instructor and author of SEC559: Cloud and Hybrid Identity Security. With 15+ years in cyber defense, he brings deep expertise in identity-driven attacks, SOC operations, and detection engineering to every class.
Read more about Maxim Deweerdt