OWASP LLM Top 10 Testing

OWASP LLM Top 10: How to Actually Test Your AI Applications The rapid adoption of large language models (LLMs) has brought incredible capabilities to development teams—and a whole new category of security risks that traditional tools simply weren't designed to catch. If you're building with AI, you're already aware that LLMs can be brilliant. But have you thought about what happens when someone tricks your AI into leaking sensitive data, or when your model starts generating harmful content? The OWASP LLM Top 10 is the security community's attempt to define the most critical risks in large language model applications. Unlike traditional vulnerabilities that exploit code, LLM risks emerge from how models behave, how they process input, and how they interact with your systems. This is a fundamentally different threat landscape, and your security testing strategy needs to evolve accordingly. Understanding the OWASP LLM Top 10 Before we talk about testing, let's clarify what we're protectin