Red Teaming
- garak: A Complete Guide to LLM Vulnerability Scanning
A practitioner's deep dive into NVIDIA's garak: how the LLM vulnerability scanner works, every probe class, real commands, reading the output, and how it compares to promptfoo and PyRIT.
- CamoLeak: How GitHub Copilot Became a Data Exfiltration Channel
A technical deep dive into CVE-2025-59145 — the CVSS 9.6 vulnerability that let attackers silently steal source code, API keys, and zero-days from private repos without executing a single line of code.
- AI Red Teaming: What It Is and Why It Matters in 2026
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.
- Prompt Injection in 2026: Direct, Indirect, and Why Your Guardrails Won't Save You
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.
- Scanning LLMs for Vulnerabilities with Garak: A Practical Walkthrough
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.