Course Outline
Foundations of AI Security Governance
- Fundamental principles of AI governance
- Enterprise security frameworks applicable to AI
- Roles and responsibilities of key stakeholders
Methodologies for AI Risk Assessment
- Identification and classification of AI security risks
- Threat modeling for AI-enabled systems
- Assessment of impact and prioritization
Designing Secure AI Systems
- Ensuring confidentiality, integrity, and availability by design
- Integrating security controls into AI pipelines
- Considerations for managing the model lifecycle
Data Protection and Privacy in AI
- Data governance practices for machine learning
- Handling sensitive and regulated data
- Utilizing privacy-enhancing technologies
Monitoring and Securing AI Operations
- Ongoing evaluation of AI behavior
- Detection of drift, anomalies, and misuse
- Operational threat intelligence specific to AI systems
Alignment with Regulatory and Compliance Standards
- International standards affecting AI security
- Documentation and readiness for audits
- Synchronizing governance with legal mandates
Incident Response for AI Systems
- AI-specific attack vectors and warning signs
- Workflows for responding to compromised models
- Post-incident analysis and remediation
Strategic Management of AI Security
- Developing long-term AI security capabilities
- Embedding AI risk into enterprise strategy
- Conducting maturity assessments for continuous improvement
Summary and Future Steps
Requirements
- Comprehensive knowledge of cybersecurity risk principles
- Hands-on experience with AI or data-driven systems
- Proficiency in enterprise security governance
Target Audience
- Security managers supervising AI initiatives
- Specialists in governance and risk management
- Technical leaders accountable for the secure adoption of AI
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