Course Outline
Foundations of AI Security Governance
- Essential principles of AI governance
- Enterprise security frameworks applicable to AI
- Roles and responsibilities of key stakeholders
Methodologies for AI Risk Assessment
- Identifying and classifying AI security risks
- Threat modeling techniques for AI-enabled platforms
- Evaluating impact and prioritizing risks
Designing Secure AI Systems
- Architecting for confidentiality, integrity, and availability
- Integrating security controls into AI pipelines
- Considerations for model lifecycle management
Data Protection and Privacy in AI
- Data governance practices for machine learning
- Oversight of sensitive and regulated datasets
- Utilization of privacy-enhancing technologies
Monitoring and Securing AI Operations
- Ongoing assessment of AI performance
- Identification of drift, anomalies, and improper use
- Threat intelligence specifically for AI systems
Regulatory and Compliance Harmonization
- International standards affecting AI security
- Documentation practices and audit preparedness
- Aligning governance with legal mandates
Incident Response for AI
- AI-specific attack vectors and warning signs
- Procedures for handling compromised models
- Post-incident analysis and corrective actions
Strategic Management of AI Security
- Developing long-term AI security competencies
- Embedding AI risk into enterprise strategy
- Conducting maturity assessments and fostering continuous improvement
Summary and Future Steps
Requirements
- A solid grasp of cybersecurity risk management principles
- Practical experience with AI or data-centric systems
- Knowledge of enterprise security governance practices
Target Participants
- Security leaders supervising AI projects
- Professionals focused on governance and risk management
- Technical executives 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
