Course Outline
Foundations of AI Security Governance
- Key principles underpinning AI governance
- Enterprise security frameworks applied to AI
- Roles and responsibilities of key stakeholders
AI Risk Assessment Approaches
- Identification and classification of AI security risks
- Threat modeling techniques for AI-enabled systems
- Evaluating impact and determining priorities
Secure Design for AI Systems
- Ensuring confidentiality, integrity, and availability in design
- Deploying security controls within AI pipelines
- Considerations for managing the model lifecycle
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
- Ongoing evaluation of AI behavior
- Identifying drift, anomalies, and potential misuse
- Applying operational threat intelligence to AI systems
Regulatory and Compliance Alignment
- International standards influencing AI security
- Preparing documentation and audit readiness
- Aligning governance frameworks with legal obligations
Incident Response for AI Systems
- Specific AI attack vectors and indicators of compromise
- Workflows for responding to compromised models
- Conducting post-incident reviews and remediation
Strategic AI Security Management
- Developing long-term AI security capabilities
- Integrating AI risk into broader enterprise strategy
- Conducting maturity assessments for continuous improvement
Summary 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
- Professionals focused on governance and risk management
- Technical leaders 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