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
☆521Apr 27, 2026Updated 4 months 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☆606Feb 27, 2026Updated 6 months ago
- the LLM vulnerability scanner☆9,081Updated this week
- New ways of breaking app-integrated LLMs☆2,132Jul 17, 2025Updated last year
- ☆29Feb 5, 2024Updated 2 years ago
- [ICLR 2024] The official implementation of our ICLR2024 paper "AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language M…☆460Jan 22, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- This repository provides a benchmark for prompt injection attacks and defenses in LLMs☆486Oct 29, 2025Updated 10 months ago
- A curation of awesome tools, documents and projects about LLM Security.☆1,687Aug 20, 2025Updated last year
- Universal and Transferable Attacks on Aligned Language Models☆4,778Aug 2, 2024Updated 2 years ago
- 🧠 LLMFuzzer - Fuzzing Framework for Large Language Models 🧠 LLMFuzzer is the first open-source fuzzing framework specifically designed …☆379Feb 12, 2024Updated 2 years ago
- ☆773Jul 2, 2025Updated last year
- The official implementation of our pre-print paper "Automatic and Universal Prompt Injection Attacks against Large Language Models".☆74Oct 23, 2024Updated last year
- LLM Prompt Injection Detector☆1,520Aug 7, 2024Updated 2 years ago
- HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal☆1,034Aug 16, 2024Updated 2 years ago
- Curation of prompts that are known to be adversarial to large language models☆193Feb 12, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Make your GenAI Apps Safe & Secure Test & harden your system prompt☆704Aug 19, 2026Updated last week
- ⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs☆496Jan 31, 2024Updated 2 years ago
- The automated prompt injection framework for LLM-integrated applications.☆273Sep 12, 2024Updated last year
- a security scanner for custom LLM applications☆1,255Dec 1, 2025Updated 8 months ago
- Repository for "StrongREJECT for Empty Jailbreaks" paper☆158Nov 3, 2024Updated last year
- TAP: An automated jailbreaking method for black-box LLMs☆243Dec 10, 2024Updated last year
- Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks [ICLR 2025]☆394Jan 23, 2025Updated last year
- JailbreakBench: An Open Robustness Benchmark for Jailbreaking Language Models [NeurIPS 2024 Datasets and Benchmarks Track]☆660Apr 4, 2025Updated last year
- The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and eng…☆4,386Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Every practical and proposed defense against prompt injection.☆727Feb 22, 2025Updated last year
- Towards Safe LLM with our simple-yet-highly-effective Intention Analysis Prompting☆21Mar 25, 2024Updated 2 years ago
- The Security Toolkit for LLM Interactions☆3,206Jul 8, 2026Updated last month
- Codes and datasets of the paper Red-Teaming Large Language Models using Chain of Utterances for Safety-Alignment☆111Mar 8, 2024Updated 2 years ago
- autoredteam: code for training models that automatically red team other language models☆16Aug 9, 2023Updated 3 years ago
- ☆164Jul 2, 2024Updated 2 years ago
- Risks and targets for assessing LLMs & LLM vulnerabilities☆36May 27, 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…☆358Feb 23, 2024Updated 2 years ago
- Explore, Establish, Exploit: Red Teaming Language Models from Scratch☆15Jun 21, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ASIDE: Architectural Separation of Instructions and Data in Language Models [ICLR 2026]☆17Jun 10, 2026Updated 2 months ago
- A framework to evaluate the generalization capability of safety alignment for LLMs☆627Oct 9, 2025Updated 10 months ago
- ☆108Feb 16, 2024Updated 2 years ago
- An easy-to-use Python framework to generate adversarial jailbreak prompts.☆896Mar 30, 2026Updated 5 months ago
- Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"☆1,856Jun 17, 2025Updated last year
- [EMNLP 2026] PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization☆18Aug 21, 2026Updated last week
- Implementation of BEAST adversarial attack for language models (ICML 2024)☆89May 14, 2024Updated 2 years ago