Course Outline
Foundations of AI Security Governance
- Core principles of AI governance
- Enterprise security frameworks for AI
- Roles and responsibilities of stakeholders
AI Risk Assessment Methodologies
- Identifying and categorizing AI security risks
- Threat modeling for AI-enabled systems
- Conducting impact assessments and prioritizing risks
Designing Secure AI Systems
- Ensuring confidentiality, integrity, and availability
- Implementing security controls within AI pipelines
- Considering model lifecycle management
Data Protection and Privacy in AI
- Data governance for machine learning
- Handling sensitive and regulated data
- Utilizing privacy-enhancing technologies
Monitoring and Securing AI Operations
- Continuously evaluating AI behavior
- Detecting drift, anomalies, and potential misuse
- Gathering operational threat intelligence for AI systems
Regulatory and Compliance Alignment
- Global standards influencing AI security
- Preparing documentation and ensuring audit readiness
- Aligning governance with legal obligations
Incident Response for AI Systems
- Identifying AI-specific attack vectors and indicators
- Establishing response workflows for compromised models
- Conducting post-incident reviews and remediation
Strategic AI Security Management
- Building long-term AI security capabilities
- Integrating AI risk into enterprise strategy
- Performing maturity assessments and driving continuous improvement
Summary and Next Steps
Requirements
- Understanding of cybersecurity risk principles
- Hands-on experience with AI or data-driven systems
- Familiarity with enterprise security governance
Target Audience
- Security managers overseeing AI initiatives
- Governance and risk professionals
- Technical leaders responsible for 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