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NJUNLP avatar

NJUNLP/ReNeLLM

0
View on GitHub↗
162 stars·17 forks·Python·MIT·8 views

ReNeLLM

The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily".

Features

  • Defense Strategies - Analyzes and defends against generalized nested jailbreak prompts.
  • Jailbreak Attack Methods - Generalized nested jailbreak prompts for fooling aligned models.

Star history

Star history chart for njunlp/renellmStar history chart for njunlp/renellm

How this analysis was created: This summary and feature list were written by an AI model that read the project's README and public documentation pages. Each feature links to the documentation it came from; stars, license and language come straight from the GitHub API. The model does not read the source code, and the analysis is refreshed when the project is re-analysed. Learn more on our About page.

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Frequently asked questions

What does njunlp/renellm do?

The official implementation of our NAACL 2024 paper "A Wolf in Sheep’s Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily".

What are the main features of njunlp/renellm?

The main features of njunlp/renellm are: Defense Strategies, Jailbreak Attack Methods.

What are some open-source alternatives to njunlp/renellm?

Open-source alternatives to njunlp/renellm include: damo-nlp-sg/multilingual-safety-for-llms — 📄 Paper • 🤗 Dataset. aounon/certified-llm-safety — This repository contains code for the paper Certifying LLM Safety against Adversarial Prompting. arobey1/smooth-llm — This is the official source code for "SmoothLLM: Defending LLMs Against Jailbreaking Attacks" by Alex Robey, Eric… cam-fss/jailbreak-langchain — In this paper, we conduct the first work to propose the concept of indirect jailbreak and achieve Retrieval-Augmented… chawins/pal — Chawin Sitawarin 1   Norman Mu 1   David Wagner 1   Alexandre Araujo 2. agencyenterprise/promptinject — PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the…

Open-source alternatives to ReNeLLM

Similar open-source projects, ranked by how many features they share with ReNeLLM.
  • damo-nlp-sg/multilingual-safety-for-llmsDAMO-NLP-SG avatar

    DAMO-NLP-SG/multilingual-safety-for-LLMs

    105View on GitHub↗

    📄 Paper • 🤗 Dataset

    View on GitHub↗105
  • aounon/certified-llm-safetyaounon avatar

    aounon/certified-llm-safety

    53View on GitHub↗

    This repository contains code for the paper Certifying LLM Safety against Adversarial Prompting.

    Python
    View on GitHub↗53
  • arobey1/smooth-llmarobey1 avatar

    arobey1/smooth-llm

    134View on GitHub↗

    This is the official source code for "SmoothLLM: Defending LLMs Against Jailbreaking Attacks" by Alex Robey, Eric Wong, Hamed Hassani, and George J. Pappas. To learn more about our work, see our blog post.

    Python
    View on GitHub↗134
  • agencyenterprise/promptinjectagencyenterprise avatar

    agencyenterprise/PromptInject

    500View on GitHub↗

    PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the robustness of LLMs to adversarial prompt attacks. 🏆 Best Paper Awards @ NeurIPS ML Safety Workshop 2022

    Python
    View on GitHub↗500
See all 30 alternatives to ReNeLLM
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