What is LLM Jailbreaking?#

Jailbreaking exploits model alignment vulnerabilities through hypothetical roleplay, hypothetical scenarios, or cipher encodings to elicit restricted answers.

Everyday Analogy#

A persuasive con artist talking a security guard into unlocking a vault door by inventing an emergency cover story.

Practical Applications#

  • Red-teaming models prior to enterprise deployment
  • Engineering robust input-sanitization defensive wrappers