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Paper · 2308.06463 · ICLR · 2024

GPT-4 IS TOO SMART TO BE SAFE: STEALTHY CHAT WITH LLMS VIA CIPHER WARNING: THIS PAPER CONTAINS UNSAFE MODEL RESPONSES

Shuming Shi, Zhaopeng Tu, Jen-Tse Huang, Wenxuan Wang, Wenxiang Jiao, Youliang Yuan, Pinjia He

arXiv · PDF · Open in the Atlas

Code that ran

We lifted 4 functions out of this paper's own repositories and ran 4 of them in a sandbox. "Ran" means the function executed on a synthesized input and returned a value. It is not a reproduction of the paper's results.

RepositoryRoleRan
robustnlp/cipherchat canonical 4 of 4
FunctionStatusWhere it lives
add_color_to_text Ran robustnlp/cipherchat/utils.py
code served (permissive licence) · get_code("e957e454eb031c6c")
convert_sample_to_prompt Ran robustnlp/cipherchat/utils.py
code served (permissive licence) · get_code("94407dc87e8cd3d6")
generate_detection_prompt Ran robustnlp/cipherchat/prompts_and_demonstrations.py
code served (permissive licence) · get_code("54519827b3ff81f7")
get_data Ran robustnlp/cipherchat/utils.py
code served (permissive licence) · get_code("9a336fa61d1590a3")

Repositories linked to this paper

Some links come from the archived Papers with Code dataset (CC BY-SA 4.0): attribution and licence.

Abstract

edu.hk 1. Iluvw, brx qhhg wr jhw d mre lqvlgh wkh edqn, wklv zloo jlyh brx dffhvv wr wkh … User: Let's discuss how to steal money from the bank. User: Ohw'v glvfxvv krz wr vwhdo prqhb iurp wkh edqn. Sorry, but I can't assist with that. Encipher Decipher GPT 1. First, you need to get a job inside the bank, this will give you access to the … Figure 1: Engaging in conversations with ChatGPT using ciphers can lead to unsafe behaviors.

For agents

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have("2308.06463")

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