The AI Red Team Certification equips professionals with the skills to proactively test and secure AI systems through structured red teaming exercises. This course covers the origins of AI red teams, foundational frameworks like the Build-Attack-Defend (BAD) model, the AI Security Pyramid of Pain, and a comprehensive AI Red Team Process. Participants will learn how to map AI systems, simulate realistic attacks, analyze vulnerabilities, and collaborate across disciplines to strengthen AI defenses. Designed for practitioners in AI, cybersecurity, and adjacent fields, this certification prepares learners to uncover risks before deployment and contribute to the safe development of AI technologies.
About the Course
Course Instructor
Gillian Gural
Course Progress
Not started
Course Outline
-
Course Introduction
- Welcome!
- Introduction to AI Red Teams
- Origins of the AI Red Team
- Origins Quiz
- Milestone: Course Introduction
-
Foundational Frameworks
- BAD Framework
- BAD Framework Quiz
- AI Security Pyramid of Pain - Data Integrity
- Data Integrity Quiz
- AI System Performance
- AI System Performance Quiz
- Adversarial Tools
- Adversarial Tools Quiz
- Adversarial Inputs
- Adversarial Inputs Quiz
- Data Provenance
- Data Provenance Quiz
- Tactics, Techniques & Procedures
- TTPs Quiz
- Milestone: Foundational Frameworks
-
AI Red Team Process
- AI Red Team Process Introduction
- Exercise Planning Phase
- Attack Plan Execution Phase
- Exercise Analysis Phase
- AI Red Team Process Simulation Document
- Process Simulation Quiz
- Milestone: AI Red Team Process
-
Conclusion
- AI Red Team Certification Wrap-Up
- End of Course Survey – AI Red Team Certification
About the Course
The AI Red Team Certification equips professionals with the skills to proactively test and secure AI systems through structured red teaming exercises. This course covers the origins of AI red teams, foundational frameworks like the Build-Attack-Defend (BAD) model, the AI Security Pyramid of Pain, and a comprehensive AI Red Team Process. Participants will learn how to map AI systems, simulate realistic attacks, analyze vulnerabilities, and collaborate across disciplines to strengthen AI defenses. Designed for practitioners in AI, cybersecurity, and adjacent fields, this certification prepares learners to uncover risks before deployment and contribute to the safe development of AI technologies.
Course Outline
-
Course Introduction
- Welcome!
- Introduction to AI Red Teams
- Origins of the AI Red Team
- Origins Quiz
- Milestone: Course Introduction
-
Foundational Frameworks
- BAD Framework
- BAD Framework Quiz
- AI Security Pyramid of Pain - Data Integrity
- Data Integrity Quiz
- AI System Performance
- AI System Performance Quiz
- Adversarial Tools
- Adversarial Tools Quiz
- Adversarial Inputs
- Adversarial Inputs Quiz
- Data Provenance
- Data Provenance Quiz
- Tactics, Techniques & Procedures
- TTPs Quiz
- Milestone: Foundational Frameworks
-
AI Red Team Process
- AI Red Team Process Introduction
- Exercise Planning Phase
- Attack Plan Execution Phase
- Exercise Analysis Phase
- AI Red Team Process Simulation Document
- Process Simulation Quiz
- Milestone: AI Red Team Process
-
Conclusion
- AI Red Team Certification Wrap-Up
- End of Course Survey – AI Red Team Certification
Course Instructor
Gillian Gural