Course Outline
Foundations of AI Security Governance
- Fundamental principles of AI governance
- Enterprise security frameworks applicable to AI
- Defining stakeholder roles and responsibilities
Methodologies for AI Risk Assessment
- Recognizing and classifying AI security risks
- Threat modeling for AI-powered systems
- Evaluating impact and prioritizing risks
Designing Secure AI Systems
- Ensuring confidentiality, integrity, and availability
- Integrating security controls into AI pipelines
- Considerations for model lifecycle management
AI Data Protection and Privacy
- Data governance strategies for machine learning
- Oversight of sensitive and regulated data
- Utilizing privacy-enhancing technologies
Monitoring and Securing AI Operations
- Ongoing assessment of AI behavior
- Identifying drift, anomalies, and misuse
- Applying operational threat intelligence to AI systems
Regulatory and Compliance Alignment
- International standards influencing AI security
- Maintaining documentation and audit readiness
- Aligning governance practices with legal duties
Incident Response for AI Systems
- AI-specific attack vectors and warning signs
- Response protocols for compromised models
- Post-incident analysis and corrective actions
Strategic AI Security Management
- Culturing lasting AI security capabilities
- Embedding AI risk into enterprise strategy
- Conducting maturity assessments and driving continuous improvement
Conclusion and Future Steps
Requirements
- A solid grasp of cybersecurity risk principles
- Hands-on experience with AI or data-driven systems
- Knowledge of enterprise security governance
Target Audience
- Security managers supervising AI projects
- Governance and risk specialists
- Technical leaders accountable for 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