UEBA in the Real World: Catching Intrusions That Don’t Look Like Intrusions
Sekoia's analysis demonstrates how modern intrusions evade traditional IOC-based detection by leveraging valid credentials and legitimate tools (OAuth, cloud APIs, remote admin utilities) rather than malware. The article presents five real-world attack patterns—credential-based lateral movement, MFA fatigue, OAuth abuse, cloud console misuse, and insider-style exfiltration—that UEBA (User and Entity Behavior Analytics) detects where signature-based rules fail. The core insight is that attackers deliberately blend into normal authentication and administrative workflows, requiring behavioral baselines and contextual correlation rather than artifact-focused detection.