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 Duration 21 hours

Course Outline

Foundations of AI Security Governance

  • Fundamental 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 tailored for AI-enabled systems
  • Conducting impact assessments and prioritizing issues

Designing Secure AI Systems

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

Protecting AI Data and Privacy

  • Data governance strategies for machine learning
  • Handling sensitive and regulated data
  • Utilizing privacy-enhancing technologies

Monitoring and Securing AI Operations

  • Continuous assessment of AI behavior
  • Identifying drift, anomalies, and potential misuse
  • Applying operational threat intelligence to AI systems

Alignment with Regulatory and Compliance Standards

  • Global standards influencing AI security
  • Ensuring documentation and audit readiness
  • Reconciling governance with legal obligations

Incident Response for AI Systems

  • Recognizing AI-specific attack vectors and indicators
  • Establishing response workflows for compromised models
  • Conducting post-incident reviews and remediation

Strategic Management of AI Security

  • Developing long-term AI security capabilities
  • Embedding AI risk into enterprise strategy
  • Performing maturity assessments and driving continuous improvement

Conclusion and Future Steps

Requirements

  • A solid grasp of cybersecurity risk principles
  • Hands-on experience with AI or data-driven systems
  • Knowledge of enterprise security governance

Target Audience

  • Security managers overseeing AI initiatives
  • Professionals in governance and risk management
  • Technical leaders accountable for secure AI adoption

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