Skip to main content

Preview build: sign-in and grading run on the server. MFA is not enabled, and storage is in server memory so it does not survive a restart.

LearnDefend
Create account

This course is coming soon. It is not yet open for enrollment, and no payment is taken.

The outline and outcomes below reflect what this course will cover. Check back soon.

Coming soonIntermediate

AI Security Fundamentals

Secure AI systems and the LLM apps built on them.

By LearnDefend Security Team · AI Security

About this course

A grounded introduction to securing AI: the model/data pipeline, prompt injection and jailbreaks, data poisoning and model theft, and the defensive controls for LLM-powered applications — with original workflows, not hype.

What you'll learn

  • Map the AI model/data pipeline and its attack surface.
  • Recognize prompt injection, poisoning and model theft.
  • Apply defensive controls to LLM applications.

Course outline

  1. 1The AI/ML pipeline & attack surface
  2. 2Prompt injection & jailbreaks
  3. 3Data poisoning & model theft
  4. 4Defending LLM applications

Prerequisites

  • Basic security awareness; no ML background needed.