JailbreakDB jailbreakdb · prompt-attack archive updated 2026-08-19
// archive
A living archive of jailbreak techniques.
An indexed, searchable catalog of LLM jailbreak techniques. Each entry: the prompt pattern, the models it works on, when it stopped working, the behavior it exploits — sourced from primary disclosure where possible, with honest attribution.
Enter the archive →Latest entries
// index10 of 17 entries
How to Detect Jailbreak Prompts: The Three Layers
defenseAutomated Jailbreak Attacks: GCG, AutoDAN, PAIR, TAP
techniquePromptfoo Alternatives for LLM Red Teaming
toolsPrompt Injection vs Jailbreak: Two Different Attacks on LLMs
techniqueBest LLM Red Team Tools: Garak, PyRIT, and Promptfoo Compared
toolsLLM Jailbreak Techniques Explained: Practitioner's Taxonomy
techniqueDAN Prompt Jailbreak History: From Reddit Post to Case Study
historyCrescendo and Multi-Turn Jailbreaks: Why They're Hard to Catch
techniqueAI Jailbreak Testing: HarmBench, JailbreakBench, StrongREJECT
researchMany-Shot vs. Single-Shot Jailbreaks: Long-Context Risks
primerStart here
The homepage list above is ordered by publication date. These are the entries people actually arrive on, plus the interactive catalog they all reference.
- Jailbreak IndexFaceted catalog of technique classes: mechanism, patch status, model-family resistance, primary disclosure.
- Universal adversarial suffixes (GCG)The gradient attack that made jailbreaking an optimisation problem, and why the suffixes transfer.
- Automated jailbreak attacks comparedGCG, AutoDAN, PAIR and TAP by model access, query budget, readability and detection signature.
- How jailbreak benchmarks measure successHarmBench, JailbreakBench and StrongREJECT, and why the judge decides the number.
- Encoding and obfuscation jailbreaksThe gap between what a content filter parses and what the model tokenises.
- Research toolsThe index, the glossary and full-text search. Free, no signup, nothing leaves your browser.
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