Course Outline
Foundations of AI Security Governance
- Key principles of AI governance
- Enterprise security frameworks applicable to AI
- Roles and responsibilities of stakeholders
Methodologies for AI Risk Assessment
- Identification and categorization of AI security risks
- Threat modeling for AI-enabled systems
- Impact analysis and risk prioritization
Designing Secure AI Systems
- Engineering for confidentiality, integrity, and availability
- Deploying security controls within AI workflows
- Key considerations for model lifecycle management
Data Protection and Privacy in AI
- Data governance for machine learning processes
- Handling sensitive and regulated data
- Utilizing privacy-enhancing technologies
Monitoring and Securing AI Operations
- Continuous evaluation of AI system behavior
- Identifying drift, anomalies, and potential misuse
- Leveraging operational threat intelligence for AI
Aligning with Regulatory and Compliance Standards
- Global standards influencing AI security
- Documentation and readiness for audits
- Ensuring governance aligns with legal obligations
Incident Response for AI Systems
- AI-specific attack vectors and indicators of compromise
- Response procedures for compromised models
- Post-incident review and remediation strategies
Strategic AI Security Management
- Developing long-term AI security capabilities
- Integrating AI risk into overall enterprise strategy
- Conducting maturity assessments and driving continuous improvement
Summary and Next Steps
Requirements
- Familiarity with cybersecurity risk principles
- Hands-on experience with AI or data-centric systems
- Knowledge of enterprise security governance
Target Audience
- Security managers leading AI initiatives
- Governance and risk management professionals
- Technical leaders tasked with ensuring secure AI adoption
Testimonials (4)
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
Mohamed Romdhani - Shams Power
Course - CISM - Certified Information Security Manager
Overview of Risk topics and preparing for exam