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 Duration 21 hours

Course Outline

Foundations of AI Security Governance

  • Fundamental tenets of AI governance
  • Applying enterprise security frameworks to AI
  • Defining stakeholder roles and duties

Methodologies for AI Risk Assessment

  • Recognizing and classifying AI security threats
  • Conducting threat modeling for AI-integrated systems
  • Evaluating impact and setting priorities

Designing Secure AI Systems

  • Engineering for confidentiality, integrity, and availability
  • Embedding security controls into AI workflows
  • Considerations for model lifecycle oversight

AI Data Safeguarding and Privacy

  • Implementing data governance for machine learning
  • Oversight of sensitive and regulated datasets
  • Leveraging privacy-enhancing technologies

Monitoring and Securing AI Operations

  • Ongoing assessment of AI behavior
  • Identifying drift, anomalies, and unauthorized use
  • Applying operational threat intelligence to AI

Aligning with Regulations and Compliance

  • Impact of global standards on AI security
  • Preparing documentation for audits
  • Ensuring governance meets legal requirements

Incident Response for AI

  • Specific AI attack vectors and warning signs
  • Procedures for responding to compromised models
  • Conducting post-incident reviews and fixes

Strategic Management of AI Security

  • Developing long-term AI security competencies
  • Weaving AI risk into broader enterprise strategy
  • Assessing maturity and driving continuous improvement

Conclusion and Future Directions

Requirements

  • Foundational knowledge of cybersecurity risk principles
  • Hands-on experience with AI or data-centric systems
  • Working familiarity with enterprise-level security governance

Intended Audience

  • Security leaders supervising AI projects
  • Professionals focused on governance and risk management
  • Technical executives tasked with ensuring secure AI adoption

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