An iterative LLM-based prompt evaluator blocked 100% of the Best-of-N jailbreaking paper's released successful prompts and 99.8% of a fresh replication, with false-positive rates near zero.
Pushing Boundaries or Crossing Lines? The Complex Ethics of ChatGPT Jailbreaking.SSRN Electronic Journal, 2023
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Defense Against the Dark Prompts: Mitigating Best-of-N Jailbreaking with Prompt Evaluation
An iterative LLM-based prompt evaluator blocked 100% of the Best-of-N jailbreaking paper's released successful prompts and 99.8% of a fresh replication, with false-positive rates near zero.