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The screenshot from Cisco Secure Cloud Analytics shows a Role Violation alert. According to the “Supporting Observations” pane, the device with IP 10.201.0.15 is assigned the role of Domain Controller but has demonstrated traffic behavior matching an FTP client, connecting to ports 20, 21, 115, 152, 989, and 990. This discrepancy triggered the alert.

Cisco SCAZT documentation emphasizes that devices acting outside their expected network roles (e.g., a domain controller acting as an FTP client) indicate potential compromise or misuse. Role-based anomaly detection is part of Visibility and Assurance mechanisms where baseline behaviors are continuously monitored and flagged when changes occur outside expected policy or operational norms.

When integrating Duo Authentication Proxy with Active Directory for multifactor authentication (MFA), you must:

Configure the Identity Source in the Duo Admin Panel as Active Directory (not SAML), since it’s using the Authentication Proxy.

Configure the authentication proxy settings in the [sso] section to communicate with both AD and the Duo cloud.

This setup allows Active Directory to be the primary identity store while Duo provides the second authentication factor.

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