Learning path

AI Security

Skill Level
Fundamentals
Duration 40m
Updated May 14, 2024

About this learning path

In this learning path you will gain a fundamental understanding of AI security by exploring topics such as the AI development lifecycle, data flow during this lifecycle, as well as attack surfaces present in the AI development lifecycle. You will also learn about topics such as the attacks that AI models face and the risks of user data and privacy when it comes to AI.

Your instructors

World Wide Technology

Technical Solutions Eng III, ASD

Prerequisites

  1. Basic understanding of AI terms and concepts
  2. Passion for learning

What you'll learn

  1. Foundations of AI Development Lifecycle
  2. How data flows during AI development lifecycle
  3. Attack surfaces present in AI development lifecycle
  4. Risks that AI models face
  5. User data and privacy concerns around AI
Learning path
AI Security
  1. 1. AI Development Lifecycle
    1. Enroll in this learning path to view locked content Overview of AI Development Lifecycle
      Video
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    2. Enroll in this learning path to view locked content AI DevOps Data Flow
      Video
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  2. 2. AI Development Security
    1. Enroll in this learning path to view locked content AI Development Attack Surfaces
      Video
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    2. Enroll in this learning path to view locked content Securing AI Development Lifecycle
      Video
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  3. 3. AI Model Security
    1. Enroll in this learning path to view locked content Defending AI Models Against Attacks
      Article
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    2. Enroll in this learning path to view locked content AI (Artificial Intelligence) User and Data Privacy
      Article
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  4. 4. Conclusion
    1. Enroll in this learning path to view locked content Quiz
      Quiz
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    2. Enroll in this learning path to view locked content Learning Path Complete
      Achievement Badge
      Locked