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How to red-team an LLM for free
@ai-supply · 3mo ago
Why red-team
Before you ship an LLM feature, you need to know how it fails under attack — jailbreaks, prompt injection, data exfiltration. Red-teaming finds those failures before users (or attackers) do.
What to test
- Jailbreaks — attempts to bypass safety instructions.
- Prompt injection — malicious instructions hidden in inputs/documents.
- Data leakage — coaxing the model to reveal system prompts or secrets.
- Unsafe content — policy violations under adversarial pressure.
Free harnesses on ai-supply
Open-source red-team and eval harnesses are in the catalog under the eval kind, each security-scanned. Compare them on the benchmarks page and browse the cybersecurity category.
Run red-teaming in CI, not once. Start with a vetted harness from the marketplace.