Introduction to Prompt Injection Vulnerabilities

In this course, we enter the space of Prompt Injection Attacks, a critical concern for businesses utilizing Large Language Model systems in their AI applications. By exploring practical examples and real-world implications.

In Partnership withCoursera
Jan, 2024
1h 30m
Core
Cybersecurity
1K Students

Course Overview

In this course, we enter the space of Prompt Injection Attacks, a critical concern for businesses utilizing Large Language Model systems in their AI applications. By exploring practical examples and real-world implications, such as potential data breaches, system malfunctions, and compromised user interactions, you will grasp the mechanics of these attacks and their potential impact on AI systems.  As businesses increasingly rely on AI applications, understanding and mitigating Prompt Injection Attacks is essential for safeguarding data and ensuring operational continuity. This course empowers you to recognize vulnerabilities, assess risks, and implement effective countermeasures.  By the end of this course, you will be equipped with actionable insights and strategies to protect your organization's AI systems from the ever-evolving threat landscape, making you an asset in today's AI-driven business environment. 

Skills you'll gain

Automotive CybersecurityCyber Security AwarenessCybersecuirtyCybersecurity ImplementationCybersecurity managementCybersecurity Tools

What you'll learn

  • Analyze and discuss various attack methods targeting Large Language Model (LLM) applications. 
  • Demonstrate the ability to identify and comprehend the primary attack method, Prompt Injection, used against LLMs.  
  • Evaluate the risks associated with Prompt Injection attacks and gain an understanding of the different attack scenarios involving LLMs. 
  • Formulate strategies for mitigating Prompt Injection attacks, enhancing their knowledge of security measures against such threats. 

Who Should Attend

This course is for anyone who wants to learn about Large Language Models and their susceptibility to attacks, such as AI Developers, Cybersecurity Professionals, Web Application Security Analysts, AI Enthusiasts.  

Prerequisites

Learners should have knowledge of computers and their usage as part of a network, as well as familiarity with fundamental cybersecurity concepts, and proficiency in using command-line interfaces (CLI). Prior experience with programming languages (Python, JavaScript, etc.) is beneficial but not mandatory. 

This course is designed to be accessible, but basic familiarity with the domain will help you get the most out of the advanced modules.

Curriculum

Explore the comprehensive, hands-on curriculum designed to build your expertise step by step.

Meet your instructors

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