Course Outline
Foundations of AI Security Governance
- Essential principles of AI governance
- Enterprise security frameworks applicable to AI
- Roles and responsibilities of stakeholders
Methodologies for AI Risk Assessment
- Identification and classification of AI security risks
- Threat modeling for AI-enabled systems
- Impact assessment and risk prioritization
Secure Design of AI Systems
- Designing for confidentiality, integrity, and availability
- Integrating security controls into AI pipelines
- Considerations for model lifecycle management
AI Data Protection and Privacy
- Data governance practices for machine learning
- Handling sensitive and regulated data
- Utilization of privacy-enhancing technologies
Monitoring and Securing AI Operations
- Ongoing evaluation of AI behavior
- Detection of drift, anomalies, and misuse
- Operational threat intelligence for AI systems
Regulatory and Compliance Alignment
- Global standards influencing AI security
- Documentation and audit preparedness
- Aligning governance with legal obligations
Incident Response for AI Systems
- AI-specific attack vectors and indicators
- Response workflows for compromised models
- Post-incident review and remediation processes
Strategic AI Security Management
- Developing long-term AI security capabilities
- Incorporating AI risk into enterprise strategy
- Maturity assessments and continuous improvement
Summary and Next 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 initiatives
- Professionals in governance and risk management
- Technical leaders accountable for the secure adoption of AI
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