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AI Training

CompTIA SecAI+ (CY0-001).

This course provides a comprehensive foundation in artificial intelligence with a focus on cybersecurity applications.

Expert
Single courseR1,995.00

or R798.00 deposit + 3 × R399.00 monthly

Skills LabsPractice tests7h 25m

Course overview.

This course provides a comprehensive foundation in artificial intelligence with a focus on cybersecurity applications. It covers AI models, data handling, and system lifecycles, as well as techniques for securing AI systems, identifying threats, and implementing appropriate controls. Participants will also explore AI-enabled security operations, attack techniques, and governance frameworks to support responsible and secure AI deployment.

Four key topics

AI concepts and security risksSecuring AI systems and modelsDefending against AI-driven threatsAI governance, risk and compliance

Course lesson outline

45 lessons
Course Overview1 lesson
  1. SecAI+ Course Overview
Basic AI Concepts Related to Cybersecurity13 lessons
  1. AI Concepts and Terms
  2. AI Models and Architectures
  3. AI Capabilities, Limitations, and Use Cases
  4. Prompt Interaction Concepts
  5. AI Learning Paradigms
  6. Model Training Techniques and Optimization
  7. AI Applications in Cybersecurity
  8. Data Processing Concepts
  9. Data Types in AI Systems
  10. Model Components and Training Concepts
  11. Inference and Model Behavior
  12. AI Lifecycle Phases
  13. Human Oversight and AI Governance Concepts
Securing AI Systems15 lessons
  1. AI Threat Modeling Resources
  2. Applying Threat Modeling to AI Systems
  3. Model Security Controls
  4. Gateway and Input Controls
  5. Guardrail Testing and Validation
  6. Access Control Models for AI Systems
  7. Encryption and Data Protection
  8. Data Protection Techniques and Risks
  9. Monitoring AI Systems
  10. Logging and Auditing AI Systems
  11. Model and Data Attacks
  12. Prompt and Inference Attacks
  13. Attack Execution Techniques
  14. Advanced Attack Techniques
  15. Compensating Controls for AI Security
AI-assisted Security8 lessons
  1. AI-Enabled Security Tools
  2. AI Use Cases in Security Operations
  3. Benefits and Limitations of AI Tools
  4. AI-Driven Social Engineering and Deepfakes
  5. AI-Powered Attack Capabilities
  6. AI Automation Tools and Techniques
  7. AI in Security Workflows
  8. AI in Development and Operations Pipelines
AI Governance, Risk, and Compliance8 lessons
  1. AI Governance Structures
  2. AI Roles and Responsibilities
  3. Responsible AI Principles
  4. AI Risks and Impacts
  5. Shadow AI and Organizational Risk
  6. AI Regulatory Frameworks
  7. Corporate Governance and Compliance
  8. Data Sovereignty and Compliance Considerations

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