AI security controls

  • Module
  • 10 Units
Beginner
Developer
Azure

Learn about the security controls you can implement to protect AI systems from threats, including supply chain security, content filtering, data security, metaprompts, grounding, application security, and ongoing monitoring.

Learning objectives

After completing this module, you're able to:

  • Evaluate open-source AI libraries for security risks
  • Describe content filtering and data security controls for AI systems
  • Design metaprompts and grounding strategies as security controls
  • Apply application security best practices to AI-enabled applications
  • Describe monitoring strategies for detecting AI-specific threats

Prerequisites

To get the best learning experience from this module, you should have knowledge and experience of:

  • Fundamental security concepts (for example, authentication, access control, encryption)
  • Fundamental AI concepts (for example, models, training, inference)
  • Completion of the Fundamentals of AI security module or equivalent knowledge

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