Oct 5, 2024 · We verified our approach offers a scalable attack that quantifies attack strength and adapts to different model scales at the optimal strength.

Sep 26, 2024 · Summary: This paper proposed a scalable and transferable black-box large language model jailbreak strategy. The attacker combines a complicated ...

Oct 5, 2024 · Our method involves engaging the LLM in a resource-intensive preliminary task—a Character Map lookup and decoding process—before presenting the ...

We verified our approach offers a scalable attack that quantifies attack strength and adapts to different model scales at the optimal strength. We shows safety ...

Oct 10, 2024 · We verified our approach offers a scalable attack that quantifies attack strength and adapts to different model scales at the optimal strength.

Oct 7, 2024 · The paper focuses on a new type of attack on large language models (LLMs), which are powerful AI systems that can generate human-like text.

Harnessing Task Overload for Scalable Jailbreak Attacks on Large Language Models ... Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by ...

In this paper, we investigate a novel category of jailbreak attacks specifically designed to target the cognitive structure and processes of LLMs. Specifically, ...

Large Language Models (LLMs) are vulnerable to jailbreak attacks that bypass safety mechanisms. We introduce a scalable attack that preempts safety policies ...

Large Language Models (LLMs) remain vulnerable to jailbreak attacks that bypass their safety mechanisms. Existing attack methods are fixed or specifically ...