An Empirical Study of Multi-Generation Sampling for Jailbreak Detection in Large Language Models

Hanrui Luo, Shreyank N Gowda

Detecting jailbreak behaviour in large language models remains challenging, particularly when strongly aligned models produce harmful outputs only rarely. In this work, we present…