agencyenterprise / PromptInjectLinks
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
☆438Updated last year
Alternatives and similar repositories for PromptInject
Users that are interested in PromptInject are comparing it to the libraries listed below
Sorting:
- ☆656Updated 5 months ago
- This repository provides a benchmark for prompt injection attacks and defenses☆352Updated last month
- Official repo for GPTFUZZER : Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts☆545Updated last year
- Persuasive Jailbreaker: we can persuade LLMs to jailbreak them!☆337Updated last month
- TAP: An automated jailbreaking method for black-box LLMs☆200Updated 11 months ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆404Updated 10 months ago
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆365Updated 10 months ago
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆793Updated last year
- Papers about red teaming LLMs and Multimodal models.☆156Updated 6 months ago
- [NDSS'25 Best Technical Poster] A collection of automated evaluators for assessing jailbreak attempts.☆172Updated 8 months ago
- The automated prompt injection framework for LLM-integrated applications.☆242Updated last year
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆472Updated 8 months ago
- A benchmark for evaluating the robustness of LLMs and defenses to indirect prompt injection attacks.☆90Updated last year
- A benchmark for prompt injection detection systems.☆151Updated 3 months ago
- 🧠 LLMFuzzer - Fuzzing Framework for Large Language Models 🧠 LLMFuzzer is the first open-source fuzzing framework specifically designed …☆328Updated last year
- [ICML 2024] COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability☆172Updated 11 months ago
- A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.☆369Updated last week
- TaskTracker is an approach to detecting task drift in Large Language Models (LLMs) by analysing their internal activations. It provides a…☆77Updated 3 months ago
- A fast + lightweight implementation of the GCG algorithm in PyTorch☆303Updated 6 months ago
- Papers and resources related to the security and privacy of LLMs 🤖☆552Updated 6 months ago
- LLM security and privacy☆52Updated last year
- ☆105Updated this week
- A curation of awesome tools, documents and projects about LLM Security.☆1,464Updated 3 months ago
- ☆95Updated last year
- Risks and targets for assessing LLMs & LLM vulnerabilities☆33Updated last year
- ☆70Updated 11 months ago
- A Comprehensive Assessment of Trustworthiness in GPT Models☆309Updated last year
- [NeurIPS 2024] Official implementation for "AgentPoison: Red-teaming LLM Agents via Memory or Knowledge Base Backdoor Poisoning"☆175Updated 7 months ago
- autoredteam: code for training models that automatically red team other language models☆14Updated 2 years ago
- We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20…☆333Updated last year