Course Outline
Foundations of AI Security Governance
- Essential principles of AI governance
- Enterprise security frameworks tailored for AI
- Roles and duties of key stakeholders
Methodologies for AI Risk Assessment
- Recognizing and classifying AI security risks
- Threat modeling for systems enabled by AI
- Assessing impact and prioritizing actions
Designing Secure AI Systems
- Ensuring confidentiality, integrity, and availability in design
- Deploying security controls across AI pipelines
- Considerations for managing the model lifecycle
AI Data Protection and Privacy
- Implementing data governance for machine learning
- Handling sensitive and regulated data
- Leveraging privacy-enhancing technologies
Monitoring and Securing AI Operations
- Continuously evaluating AI behavior
- Identifying drift, anomalies, and misuse
- Applying operational threat intelligence to AI systems
Aligning with Regulatory and Compliance Standards
- Global standards that affect AI security
- Preparing documentation for audits
- Aligning governance practices with legal mandates
Incident Response for AI Systems
- Attack vectors and indicators specific to AI
- Response procedures for compromised models
- Conducting post-incident reviews and remediation
Strategic AI Security Management
- Developing long-term AI security capabilities
- Integrating AI risks into enterprise strategy
- Assessing maturity and driving continuous improvement
Conclusion and Path Forward
Requirements
- A solid grasp of cybersecurity risk principles
- Hands-on experience with AI or data-driven systems
- Knowledge of enterprise security governance
Intended Audience
- Security managers supervising AI initiatives
- Professionals in governance and risk management
- Technical leaders charged with securing 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