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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
In this paper, we conduct the first work to propose the concept of indirect jailbreak and achieve Retrieval-Augmented Generation (RAG) via LangChain. Building on this, we further design a novel method of indirect jailbreak attack, termed Poisoned-LangChain (PLC), which leverages a poisoned…
This is the official repo of the paper "Attack Prompt Generation for Red Teaming and Defending Large Language Models" accepted to Findings of EMNLP 2023.
Abstract. While Large Language Models (LLMs) display versatile functionality, they continue to generate harmful, biased, and toxic content, as demonstrated by the prevalence of human-designed jailbreaks. In this work, we present Tree of Attacks with Pruning (TAP), an automated method for…
The main features of ricommunity/tap are: Jailbreak Attack Methods.
Open-source alternatives to ricommunity/tap include: agencyenterprise/promptinject — PromptInject is a framework that assembles prompts in a modular fashion to provide a quantitative analysis of the… 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. czycurefun/ijbr — The respositiy is public package of the paper titled "Play Guessing Game with LLM: Indirect Jailbreak Attack with… damo-nlp-sg/multilingual-safety-for-llms — 📄 Paper • 🤗 Dataset. aatrox103/sap — This is the official repo of the paper "Attack Prompt Generation for Red Teaming and Defending Large Language Models"…
