Course Outline
Foundations of AI Security Governance
- Essential principles of AI governance
- Enterprise security frameworks applicable to AI
- Roles and duties of key stakeholders
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
- Ensuring confidentiality, integrity, and availability in design
- Integrating 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
- Technologies that enhance privacy
Monitoring and Securing AI Operations
- Ongoing evaluation of AI behavior
- Identification of drift, anomalies, and misuse
- Operational threat intelligence specific to AI systems
Alignment with Regulatory and Compliance Standards
- Global standards influencing AI security
- Preparation for documentation and audits
- Aligning governance with legal responsibilities
Incident Response for AI Systems
- Attack vectors and indicators unique to AI
- Response procedures for compromised models
- Post-incident analysis and corrective actions
Strategic Management of AI Security
- Developing long-term AI security capabilities
- Incorporating AI risk into overall enterprise strategy
- Conducting maturity assessments and fostering continuous improvement
Conclusion and Next Steps
Requirements
- A solid grasp of cybersecurity risk principles
- Practical experience with AI or data-centric systems
- Knowledge of enterprise security governance
Target Audience
- Security managers overseeing 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