SEC536: Adversarial AI - Penetration Testing AI Systems

A Purple Team is a collaborative model that merges Red Team (offensive) and Blue Team (defensive) security functions, replacing the traditional adversarial relationship between the two with joint scoping, shared reporting, and real-time communication.
If a Red Team is always successful at breaching an organization, it means the team isn't achieving its actual goal, which is to make the organization harder for real attackers to compromise, not to demonstrate that testers can always get in.
One approach is splitting the engagement into two deliveries: a lower-cost reconnaissance and discovery phase first, followed by exploitation and verification, allowing both teams to jointly refine scope based on what the Red Team actually finds.
Automation can inadvertently expose sensitive credentials; for example, a vulnerability scanner running with elevated privileges could have its credentials captured if it unknowingly scans a host already controlled by an attacker.
Yes, providing credentials to high-risk assets in advance can be valuable, since it helps identify post-authentication vulnerabilities before real user credentials are ever compromised, particularly for applications without multi-factor authentication.