% -->

Introduction to LLM Vulnerabilities

Explore the critical security aspects of Large Language Models (LLMs) through a comprehensive examination of potential vulnerabilities and protection strategies. This course covers fundamental concepts of language models, various types of model-based vulnerabilities including prompt injection and output handling, system-level security concerns, and challenges related to excessive agency. Learn to identify, understand, and mitigate security risks in LLM applications through practical examples and hands-on exercises.

Learn More

Trusted by 1M+ Learners

Our university-grade curriculum has helped professionals worldwide transform their careers in AI, Data Science, Cloud Computing, and programming..

Same curriculum taught at Duke, Northwestern, and UC Davis

Practical, hands-on projects that mirror real-world challenges

Industry-recognized certification upon completion

4 weeks, 43 lessons total which includes hands-on labs, quizzes, and a certification.

Learn from top university instructors

The curated content for the bootcamp is based on the same material we use at top universities like Duke University, Northwestern, and UC Davis.

Practical and hands on

The material and content goes beyond the basic theory and is meant for you to practice, enhancing your learning.

Get access to high-quality, curated content

All exercises, readings, examples, and video content is of extremely high quality and you will get access to all of it in this bootcamp.

Join half a million learners

We've specialized in teaching based on our vast experience in tech. Be part of half a million learners who have used our courses!

Syllabus

This course is packed with useful content, curated from our experience working with top-tier universities and learners all around the world. Get certified at the end of this course with a shareable digital badge.

Week 1

  • Meet your instructor
  • How do LLMS work in applications
  • How are LLMS created
  • Common types of Generative AI applications
  • Overview of an API based application
  • Quiz

Week 2

  • Prompt injection
  • Insecure output handling
  • Quiz

Week 3

  • Application Vulnerabilities
  • Sensitive information disclosure
  • Quiz

Week 4

  • Other types of Vulnerabilities
  • Key terms
  • Ungraded lab prompt Injections
  • Quiz

Custom training for your company

We are ready to deliver this and other training to your group. We can usually accommodate different requirements and are flexible with the number of seats. Reach out to us at contact@paiml.com

  • Bulk pricing available
  • Customizable content
  • Ready to start on your schedule