Multilingual Jailbreak Challenges in Large Language Models

arXiv:2310.06474v2 Announce Type: replace
Abstract: While large language models (LLMs) exhibit remarkable capabilities across a wide range of tasks, they pose potential safety concerns, such as the ``jailbreak'' problem, wherein malicious instructions can manipulate LLMs to exhibit undesirable behavior. Although several preventive measures have been developed to mitigate the potential risks associated with LLMs, they have primarily focused on English. In this study, we reveal the presence of multilingual jailbreak challenges within LLMs and consider two potential risky scenarios: unintentional …

arxiv challenges cs.cl jailbreak language language models large language large language models multilingual type