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
☆473Feb 26, 2024Updated 2 years ago
Alternatives and similar repositories for PromptInject
Users that are interested in PromptInject are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official repo for GPTFUZZER : Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts☆576Feb 27, 2026Updated last month
- New ways of breaking app-integrated LLMs☆2,064Jul 17, 2025Updated 8 months ago
- Universal and Transferable Attacks on Aligned Language Models☆4,601Aug 2, 2024Updated last year
- This repository provides a benchmark for prompt injection attacks and defenses in LLMs☆422Oct 29, 2025Updated 5 months ago
- A curation of awesome tools, documents and projects about LLM Security.☆1,563Aug 20, 2025Updated 7 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- the LLM vulnerability scanner☆7,511Updated this week
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆438Jan 22, 2025Updated last year
- ☆716Jul 2, 2025Updated 9 months ago
- 🧠 LLMFuzzer - Fuzzing Framework for Large Language Models 🧠 LLMFuzzer is the first open-source fuzzing framework specifically designed …☆346Feb 12, 2024Updated 2 years ago
- Curation of prompts that are known to be adversarial to large language models☆190Feb 12, 2023Updated 3 years ago
- LLM Prompt Injection Detector☆1,458Aug 7, 2024Updated last year
- The automated prompt injection framework for LLM-integrated applications.☆258Sep 12, 2024Updated last year
- a security scanner for custom LLM applications☆1,173Dec 1, 2025Updated 4 months ago
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆915Aug 16, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs☆470Jan 31, 2024Updated 2 years ago
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆109Mar 8, 2024Updated 2 years ago
- Explore, Establish, Exploit: Red Teaming Language Models from Scratch☆14Jun 21, 2023Updated 2 years ago
- Dropbox LLM Security research code and results☆258May 21, 2024Updated last year
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆381Jan 23, 2025Updated last year
- ☆59Mar 9, 2023Updated 3 years ago
- Towards Safe LLM with our simple-yet-highly-effective Intention Analysis Prompting☆20Mar 25, 2024Updated 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…☆346Feb 23, 2024Updated 2 years ago
- Code for the paper "BadPrompt: Backdoor Attacks on Continuous Prompts"☆40Jul 8, 2024Updated last year
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- The Security Toolkit for LLM Interactions☆2,794Dec 15, 2025Updated 3 months ago
- ☆198Nov 26, 2023Updated 2 years ago
- Implementation of BEAST adversarial attack for language models (ICML 2024)☆89May 14, 2024Updated last year
- Make your GenAI Apps Safe & Secure Test & harden your system prompt☆671Feb 16, 2026Updated last month
- Repository for "StrongREJECT for Empty Jailbreaks" paper☆155Nov 3, 2024Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆69Oct 23, 2024Updated last year
- The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and eng…☆3,660Apr 4, 2026Updated last week
- autoredteam: code for training models that automatically red team other language models☆14Aug 9, 2023Updated 2 years ago
- Papers and resources related to the security and privacy of LLMs 🤖☆571Jun 8, 2025Updated 10 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Risks and targets for assessing LLMs & LLM vulnerabilities☆34May 27, 2024Updated last year
- ☆99Oct 15, 2023Updated 2 years ago
- TAP: An automated jailbreaking method for black-box LLMs☆225Dec 10, 2024Updated last year
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆573Apr 4, 2025Updated last year
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,834Jun 17, 2025Updated 9 months ago
- LLM prompt attacks for hacker CTFs via CTFd.☆14Dec 17, 2023Updated 2 years ago
- Every practical and proposed defense against prompt injection.☆671Feb 22, 2025Updated last year