Course Outline
Foundations of AI Security Governance
- Fundamental principles of AI governance
- Enterprise security frameworks applicable to AI
- Defined stakeholder roles and duties
Methodologies for AI Risk Assessment
- Identification and classification of AI security threats
- Applying threat modeling to AI-powered systems
- Conducting impact assessments and prioritizing risks
Secure Design of AI Systems
- Engineering for confidentiality, integrity, and availability
- Integrating security controls into AI workflows
- Considerations for model lifecycle management
AI Data Protection and Privacy
- Data governance specific to machine learning
- Handling sensitive and regulated datasets
- Utilization of privacy-enhancing technologies
Monitoring and Securing AI Operations
- Ongoing evaluation of AI behavior
- Identification of drift, anomalies, and misuse
- Operational threat intelligence for AI environments
Alignment with Regulations and Compliance
- Global standards affecting AI security
- Preparing documentation for audits
- Aligning governance practices with legal requirements
Incident Response for AI Systems
- AI-specific attack vectors and warning signs
- Workflows for responding to compromised models
- Post-incident analysis and remediation strategies
Strategic Management of AI Security
- Developing long-term AI security capabilities
- Embedding AI risk into enterprise strategy
- Conducting maturity assessments and driving continuous improvement
Summary and Future Directions
Requirements
- Working knowledge of cybersecurity risk principles
- Practical experience with AI or data-centric systems
- Understanding of enterprise security governance structures
Target Audience
- Security managers supervising AI projects
- Professionals focused on governance and risk management
- Technical leaders accountable for secure AI integration
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