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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 for AI-enabled systems.
  • Impact evaluation and risk prioritization.

Designing Secure AI Systems

  • Architecture focused on confidentiality, integrity, and availability.
  • Integration of security controls within AI pipelines.
  • Considerations for model lifecycle management.

AI Data Protection and Privacy

  • Data governance practices for machine learning.
  • Handling of sensitive and regulated data.
  • Utilization of privacy-enhancing technologies.

Monitoring and Securing AI Operations

  • Ongoing evaluation of AI behavior.
  • Identification of drift, anomalies, and misuse.
  • Operational threat intelligence specific to AI systems.

Regulatory and Compliance Alignment

  • International standards affecting AI security.
  • Documentation standards and audit readiness.
  • Alignment of governance with legal obligations.

Incident Response for AI Systems

  • AI-specific attack vectors and indicators of compromise.
  • Response protocols for compromised models.
  • Post-incident analysis and remediation strategies.

Strategic AI Security Management

  • Developing long-term AI security capabilities.
  • Incorporating AI risk into broader enterprise strategy.
  • Maturity assessments and continuous improvement cycles.

Summary and Future Directions

Requirements

  • Comprehensive understanding of cybersecurity risk principles.
  • Practical experience with AI or data-driven systems.
  • Familiarity with enterprise security governance frameworks.

Intended Audience

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

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