Red Teaming

AI red teaming is rapidly becoming the most critical security practice for any organization deploying LLMs and AI agents. Here is what it actually involves, why the traditional security playbook falls short, and where the field is headed.

Most deployed LLM applications have guardrails against direct prompt injection and almost none have meaningful defenses against indirect injection. Here is why that gap is dangerous.

Garak is an open-source LLM vulnerability scanner that automates probing for prompt injection, jailbreaks, hallucination, and more. Here is how to use it and what to make of the results.