Managing AI Security Risks with ISO 27001
1h 29mIntermediate2024-07-19
Authors
Tino Šokić
Course details
This course offers a comprehensive journey into the intersection of ISO 27001 standards and artificial intelligence, focusing on the crucial aspects of AI security management, risk management, specific security controls, compliance, and future trends.
Instructor Tino Šokić first covers the fundamentals of ISO 27001 and its relevance to AI, and the skills needed to identify and manage risks specific to AI systems. He then shows how to adapt and apply ISO 27002 controls to AI systems, ensuring continuous security and compliance. Learn what’s needed to be compliant to ISO 27001 when AI systems are involved, including strategies for navigating the compliance process in AI environments, as well as practical solutions to common challenges. Lastly, gain insight into the evolving landscape of AI security to prepare for future trends and standardizations.
Instructor Tino Šokić first covers the fundamentals of ISO 27001 and its relevance to AI, and the skills needed to identify and manage risks specific to AI systems. He then shows how to adapt and apply ISO 27002 controls to AI systems, ensuring continuous security and compliance. Learn what’s needed to be compliant to ISO 27001 when AI systems are involved, including strategies for navigating the compliance process in AI environments, as well as practical solutions to common challenges. Lastly, gain insight into the evolving landscape of AI security to prepare for future trends and standardizations.
Skills covered
Governance, Risk, and ComplianceArtificial Intelligence FoundationsCybersecurityArtificial Intelligence (AI)One-Off
Concepts
0. Introduction
- 01 - Manage your AI security risks with ISO 27001
- 02 - What you should know
1. Introduction to ISO 27001 and Artificial Intelligence
- 03 - What is ISO 27001
- 04 - Why use ISO 27001
- 05 - Key elements of ISO 27001
- 06 - AI 101 for my organization - AI use case
- 07 - Understanding the landscape of AI security
- 08 - Mitigation strategies in AI systems
- 09 - Importance of an AI threat model
2. Risk Management in AI with ISO 27006
- 10 - Introduction to risk management concerning AI systems
- 11 - How to identify vulnerabilities in an AI system
- 12 - Assess risks in AI environments
- 13 - Treat identified risks in AI systems
- 14 - Continual risk management - Reviewing and monitoring AI systems
- 15 - ISO 27001 strategies for AI risk management
3. AI-Specific Security Controls
- 16 - ISO 27002 - 2022 overview
- 17 - Customizing ISO 27002 controls for AI systems
- 18 - Applying AI security controls
- 19 - Continuous monitoring
4. ISO 27001 Compliance for AI Systems
- 20 - The road to ISO 27001 compliance in AI
- 21 - Overcoming challenges in AI compliance
- 22 - Example of an AI compliance challenge
5. Future Trends and Evolving Standards
- 23 - Staying ahead in AI security - A proactive approach
- 24 - Future trends in AI security and standardization - ISO 27090
Conclusion
- 25 - Next steps