SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals


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As identity has become the new perimeter, threat actors techniques to target Identity has evolved. Attackers are shifting focus from just stealing credentials to compromising the Identity Providers (IdPs) themselves. In this talk, we will share frontline experiences and lessons learned combating attacks on cloud-based identity providers, focusing on Entra ID, ADFS, Okta etc. We will talk about how modern adversaries exploit IAM misconfigurations, abuse trust relationships, register rogue domains or federation providers, manipulate multi-tenant apps, subvert SAML flows, and even bypass MFA protections. We’ll dig into real tactics, detection methods, and defensive playbooks for securing these high-value targets. This talk is valuable for both red and blue teamers: Red teamers will gain insight into current techniques used by threat actors, while blue teamers will learn how to detect and defend against these emerging threats.


Anurag is a SANS Certified Instructor, GIAC Security Expert #97, and Director of Incident Response at CrowdStrike. He teaches SEC504 and leads frontline DFIR investigations across Asia Pacific. He is a speaker at Black Hat, Virus Bulletin, and BSides.
Read more about Anurag KhannaJoin SANS November Singapore 2025 for expert-led, hands-on cybersecurity training. Build practical skills, stay ahead of emerging threats, and connect with Asia’s thriving cyber community in one of the region’s most dynamic tech hubs.