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The Security Toolkit for LLM Interactions

LLM Prompt Injection Detector

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance metrics, & sentiment analysis. 📊 A comprehensive tool for LLM observability. 👀

Advanced Code and Text Manipulation Prompts for Various LLMs. Suitable for Siri, GPT-4o, Claude, Llama3, Gemini, and other high-performance open-source LLMs.

automatically tests prompt injection attacks on ChatGPT instances

💼 another CV template for your job application, yet powered by Typst and more

Every practical and proposed defense against prompt injection.

⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

# Prompt Engineering Hub ⭐️ If you find this helpful, give it a star to show your support! This repository is a one-stop resource for prompt engineering. Also available on: https://promptengineeringhub.dev/

Self-hardening firewall for large language models

Prompts of GPT-4V & DALL-E3 to full utilize the multi-modal ability. GPT4V Prompts, DALL-E3 Prompts.

Dropbox LLM Security research code and results

This repository provides implementation to formalize and benchmark Prompt Injection attacks and defenses

prompt attack-defense, prompt Injection, reverse engineering notes and examples | 提示词对抗、破解例子与笔记

A benchmark for prompt injection detection systems.

Project Mantis: Hacking Back the AI-Hacker; Prompt Injection as a Defense Against LLM-driven Cyberattacks

A prompt injection game to collect data for robust ML research

Build production ready apps for GPT using Node.js & TypeScript

My inputs for the LLM Gandalf made by Lakera