AI Proving GroundAI SecurityAI SolutionsATCAI & DataSecurity Transformation
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

Chance CornellWorld Wide TechnologyTechnical 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
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AI Security
  1. 1. AI Development Lifecycle
    1. Enroll in this learning path to view locked contentOverview of AI Development Lifecycle
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    2. Enroll in this learning path to view locked contentAI DevOps Data Flow
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  2. 2. AI Development Security
    1. Enroll in this learning path to view locked contentAI Development Attack Surfaces
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    2. Enroll in this learning path to view locked contentSecuring AI Development Lifecycle
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  3. 3. AI Model Security
    1. Enroll in this learning path to view locked contentDefending AI Models Against Attacks
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    2. Enroll in this learning path to view locked contentAI (Artificial Intelligence) User and Data Privacy
      Article
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  4. 4. Conclusion
    1. Enroll in this learning path to view locked contentQuiz
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    2. Enroll in this learning path to view locked contentLearning Path Complete
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