Course Outline
Understanding AI TRiSM
- Introduction to AI TRiSM
- The critical role of trust and security in AI
- Overview of risks and challenges in AI
Foundations of Trustworthy AI
- Core principles of AI trustworthiness
- Ensuring fairness, reliability, and robustness in AI systems
- AI ethics and governance
Risk Management in AI
- Identifying and assessing AI risks
- Strategies for mitigating AI-related risks
- Frameworks for AI risk management
Security Aspects of AI
- The intersection of AI and cybersecurity
- Safeguarding AI systems against attacks
- A secure development lifecycle for AI
Compliance and Data Protection
- The regulatory landscape surrounding AI
- Ensuring AI compliance with data privacy laws
- Data encryption and secure storage solutions in AI systems
AI Model Governance
- Governance structures for AI initiatives
- Monitoring and auditing AI models
- Transparency and explainability in AI operations
Implementing AI TRiSM
- Best practices for implementing AI TRiSM
- Case studies and real-world examples
- Tools and technologies supporting AI TRiSM
Future of AI TRiSM
- Emerging trends in AI TRiSM
- Preparing for the future of AI in business
- Continuous learning and adaptation in AI TRiSM
Summary and Next Steps
Requirements
- A foundational understanding of AI concepts and their applications
- Prior experience with data management and IT security principles is advantageous
Target Audience
- IT professionals and managers
- Data scientists and AI developers
- Business leaders and policymakers
Testimonials (2)
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