Overview

This guide demystifies the often-confused distinction between prompt attacks and non-prompt attacks in generative AI security. Using clear explanations and real-world examples, it empowers teams to identify true prompt attack scenarios, avoid common misconceptions, and strengthen their understanding of AI vulnerabilities.

Highlights

• Defining Prompt Attacks: Understand what qualifies as a prompt attack and why outcomes don’t always define the nature of the attack.
• Comparative Analysis: Side-by-side examples of prompt attacks and non-prompt attacks to highlight key differences.
• Common Misconceptions: Explore scenarios often mistaken as prompt attacks and learn how to evaluate them correctly.
• Language-Specific Vulnerabilities: Discover how attacks exploit weaknesses in different languages and guardrail implementations.
• Practical Guidelines: Gain actionable insights into assessing and mitigating vulnerabilities in generative AI applications.
  

Packed with real-world examples and practical takeaways, this guide ensures a clear understanding of prompt attacks, equipping teams with the knowledge to secure their AI systems effectively.