Overview

This guide walks you through prompt attacks step-by-step, showing you how to spot, understand, and assess their impact on GenAI systems. You’ll find practical tips for recognizing subtle threats, judging their severity, and defending against different types of attacks.

Highlights

• Anatomy of a Prompt Attack: Break down the components of a prompt attack and understand the role each element plays.
• Mechanics of Prompt Attacks: Grasp the differences between direct and indirect methods used to exploit vulnerabilities in LLMs.
• Recognizing Prompt Attacks: Distinguish prompt attacks from benign or ambiguous requests, with context as a vital factor.
• Prompt Attack Examples: Explore various types of prompt attacks and see how each one functions.‍
• Severity Levels: Understand the potential consequences and impact of different prompt attack types.

Packed with real examples, this guide makes understanding prompt attacks easier than ever.