Papers by Rakib Ahsan
SequentialBreak: Large Language Models Can be Fooled by Embedding Jailbreak Prompts into Sequential Prompt Chains (2025.acl-srw)
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| Challenge: | SequentialBreak enables LLMs to bypass safety mechanisms by arranging malicious prompts in a single query. |
| Approach: | They propose a single-query jailbreak technique that arranges multiple benign prompts in sequence with a hidden malicious instruction among them to bypass safety mechanisms. |
| Outcome: | The proposed technique outperforms baselines on open-source and closed-source models. |