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 Duration 21 hours

Course Outline

Foundations of AI Security Governance

  • Essential principles of AI governance
  • Enterprise security frameworks applicable to AI
  • Roles and responsibilities of key stakeholders

Methodologies for AI Risk Assessment

  • Identification and classification of AI security risks
  • Threat modeling specific to AI-enabled systems
  • Evaluating impact and setting priorities

Designing Secure AI Systems

  • Architecting for confidentiality, integrity, and availability
  • Embedding security controls within AI pipelines
  • Considerations for managing the model lifecycle

AI Data Protection and Privacy

  • Data governance strategies for machine learning
  • Oversight of sensitive and regulated data sets
  • Application of privacy-enhancing technologies

Monitoring and Securing AI Operations

  • Ongoing evaluation of AI system behavior
  • Detection of drift, anomalies, and unauthorized use
  • Leveraging operational threat intelligence for AI

Alignment with Regulatory and Compliance Standards

  • Global standards influencing AI security
  • Preparing documentation and maintaining audit readiness
  • Ensuring governance adheres to legal obligations

Incident Response for AI Systems

  • Identifying AI-specific attack vectors and warning signs
  • Executing response protocols for compromised models
  • Conducting post-incident reviews and remediation efforts

Strategic AI Security Management

  • Cultivating long-term AI security capabilities
  • Weaving AI risk management into enterprise strategy
  • Conducting maturity assessments and driving continuous improvement

Conclusion and Future Steps

Requirements

  • A solid grasp of cybersecurity risk principles
  • Practical experience with AI or data-centric systems
  • Knowledge of enterprise security governance standards

Target Audience

  • Security managers leading AI initiatives
  • Specialists in governance, risk, and compliance
  • Technical leaders tasked with secure AI adoption

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