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 Duration 21 hours

Course Outline

Foundations of AI Security Governance

  • Key principles underpinning AI governance
  • Enterprise security frameworks applied to AI
  • Roles and responsibilities of key stakeholders

AI Risk Assessment Approaches

  • Identification and classification of AI security risks
  • Threat modeling techniques for AI-enabled systems
  • Evaluating impact and determining priorities

Secure Design for AI Systems

  • Ensuring confidentiality, integrity, and availability in design
  • Deploying security controls within AI pipelines
  • Considerations for managing the model lifecycle

AI Data Protection and Privacy

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

Monitoring and Securing AI Operations

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

Regulatory and Compliance Alignment

  • International standards influencing AI security
  • Preparing documentation and audit readiness
  • Aligning governance frameworks with legal obligations

Incident Response for AI Systems

  • Specific AI attack vectors and indicators of compromise
  • Workflows for responding to compromised models
  • Conducting post-incident reviews and remediation

Strategic AI Security Management

  • Developing long-term AI security capabilities
  • Integrating AI risk into broader enterprise strategy
  • Conducting maturity assessments for continuous improvement

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

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