Course Outline
Foundations of AI Security Governance
- Essential principles of AI governance
- Applying enterprise security frameworks to AI
- Defining stakeholder roles and responsibilities
AI Risk Assessment Methodologies
- Identifying and classifying AI security risks
- Threat modeling for AI-enabled systems
- Conducting impact assessments and prioritizing actions
Secure AI System Design
- Designing for confidentiality, integrity, and availability
- Integrating security controls into AI pipelines
- Managing the model lifecycle securely
AI Data Protection and Privacy
- Data governance strategies for machine learning
- Handling sensitive and regulated data responsibly
- Leveraging privacy-enhancing technologies
Monitoring and Securing AI Operations
- Continuous evaluation of AI behavior
- Detecting drift, anomalies, and potential misuse
- Applying operational threat intelligence to AI systems
Regulatory and Compliance Alignment
- Understanding global standards affecting AI security
- Preparing for documentation and audits
- Aligning governance practices with legal obligations
Incident Response for AI Systems
- Recognizing AI-specific attack vectors and indicators
- Executing response workflows for compromised models
- Conducting post-incident reviews and remediation
Strategic AI Security Management
- Developing long-term AI security capabilities
- Integrating AI risk into enterprise strategy
- Assessing maturity and driving continuous improvement
Summary and Next Steps
Requirements
- A solid grasp of cybersecurity risk principles
- Practical experience with AI or data-driven systems
- Knowledge of enterprise security governance frameworks
Intended Audience
- Security managers overseeing AI initiatives
- Professionals in governance and risk management
- Technical leaders tasked with secure AI adoption
Testimonials (3)
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
Miroslav Nachev - PUBLIC COURSE
Course - Cybersecurity in AI Systems
The way to receive the information from the trainer