Why EDR Fails at AI Security & The Rise of Endpoint Behavior Modeling

Is your EDR blinding you to insider threats? In this episode, Ashish is joined by Brandon Dixon (Co-Founder & CTO of Ent AI, and former Microsoft Security Copilot leader) to discuss why traditional endpoint security tools are failing in the AI era .

Brandon talks about the reality of modern "Insider Risk." Attackers are no longer relying on malware; they are "living off the land" by using legitimate enterprise software (like Zoom or Microsoft Office) to look like everyday employees . Why EDR tools can see that Zoom is running, but are completely blind to a user granting remote control to an outsider .

We also explore the explosion of Shadow AI, highlighting a real-world HIPAA violation where an HR employee tried to feed patient records into Meta AI via WhatsApp . If your SOC team is drowning in alerts from "dumb control points," this episode talks about how to move from reactive pattern matching (legacy DLP) to proactive behavioral intent modeling at the endpoint

Guest Socials -⁠ ⁠⁠⁠⁠⁠⁠⁠⁠⁠Brandon's Linkedin

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Questions asked:

(00:00) Introduction(02:50) Who is Brandon Dixon? (RiskIQ, Microsoft Copilot, Ent AI) (04:00) Redefining Insider Risk: Malice vs. Mistakes (05:10) "Living Off the Land": Why Adversaries Use Legitimate Tools (06:30) The Zoom Example: Why EDR is Blind to Remote Control Hacks (09:30) The Failure of Security Training against "Click Fix" Attacks (11:50) Case Study: A HIPAA Violation via Meta AI in WhatsApp (13:50) Why Traditional DLP Fails at Semantic Context (16:50) Local AI Usage: Why Workloads Are Returning to the Endpoint (18:50) The Problem with UEBA: Putting Anomalies in Context (22:30) Why You Can't Build This With a Data Lake (26:30) Stopping the "Trophy SOC" and Dumb Alerts (27:40) Fun Questions: Kangaroo Jerky Tasting (28:40) Hobbies & Pride: Ultramarathons and Growing Up in Baltimore (29:20) Favorite Cuisine: Burmese Food (Tea Leaf Salad)