Course Outline
Foundations of AI Security Governance
- Fundamental principles of AI governance
- Enterprise security frameworks applied to AI
- Defining stakeholder roles and duties
Methodologies for AI Risk Assessment
- Recognizing and classifying AI security risks
- Threat modeling for AI-enabled systems
- Evaluating impact and setting priorities
Designing Secure AI Systems
- Building for 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
- Handling sensitive and regulated data
- Utilizing privacy-enhancing technologies
Monitoring and Securing AI Operations
- Continuous assessment of AI behavior
- Identifying drift, anomalies, and misuse
- Operational threat intelligence for AI systems
Regulatory and Compliance Alignment
- Global standards affecting AI security
- Preparing documentation and audit readiness
- Aligning governance with legal obligations
Incident Response for AI Systems
- AI-specific attack vectors and warning signs
- Response procedures for compromised models
- Post-incident analysis and remediation
Strategic AI Security Management
- Developing long-term AI security capabilities
- Embedding AI risk into enterprise strategy
- Maturity assessments and continuous improvement
Summary and Future Directions
Requirements
- A solid grasp of cybersecurity risk principles
- Practical experience with AI or data-driven systems
- Knowledge of enterprise security governance structures
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