Course Outline
Foundations of AI Security Governance
- Fundamental tenets of AI governance
- Applying enterprise security frameworks to AI
- Defining stakeholder roles and duties
Methodologies for AI Risk Assessment
- Recognizing and classifying AI security threats
- Conducting threat modeling for AI-integrated systems
- Evaluating impact and setting priorities
Designing Secure AI Systems
- Engineering for confidentiality, integrity, and availability
- Embedding security controls into AI workflows
- Considerations for model lifecycle oversight
AI Data Safeguarding and Privacy
- Implementing data governance for machine learning
- Oversight of sensitive and regulated datasets
- Leveraging privacy-enhancing technologies
Monitoring and Securing AI Operations
- Ongoing assessment of AI behavior
- Identifying drift, anomalies, and unauthorized use
- Applying operational threat intelligence to AI
Aligning with Regulations and Compliance
- Impact of global standards on AI security
- Preparing documentation for audits
- Ensuring governance meets legal requirements
Incident Response for AI
- Specific AI attack vectors and warning signs
- Procedures for responding to compromised models
- Conducting post-incident reviews and fixes
Strategic Management of AI Security
- Developing long-term AI security competencies
- Weaving AI risk into broader enterprise strategy
- Assessing maturity and driving continuous improvement
Conclusion and Future Directions
Requirements
- Foundational knowledge of cybersecurity risk principles
- Hands-on experience with AI or data-centric systems
- Working familiarity with enterprise-level security governance
Intended Audience
- Security leaders supervising AI projects
- Professionals focused on governance and risk management
- Technical executives tasked with ensuring secure AI adoption
Testimonials (3)
inventory and identifying the different risk exposures within AI
Gary Cook - Cybersecurity and Information Technology Risk Division
Course - Introduction to AI Trust, Risk, and Security Management (AI TRiSM)
I really enjoyed learning about AI attacks and the tools out there to begin practicing and actively using for security testing. I took a lot of knowledge away which I didn't have at the beginning and the course met what I hoped it would be. My favorite part shown from the training was Comet Browser and was amazed at what it could do. Definitely something will be looking into more. Overall it was a great course and enjoyed learning all OWASP GenAI Top 10.
Patrick Collins - Optum
Course - OWASP GenAI Security
The profesional knolage and the way how he presented it before us