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The Security Toolkit for LLM Interactions

LLM Prompt Injection Detector

A playground of highly experimental prompts, tools & scripts for machine intelligence models from DeepSeek, OpenAI, Anthropic, Meta, Mistral, Google, xAI & others. Created & maintained by Alex Bilzerian.

🔍 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. 👀

a prompt injection scanner for custom LLM applications

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

# Prompt Engineering Hub ⭐️ Hire a lovable.dev expert: https://www.aidevelopers.tech/

Every practical and proposed defense against prompt injection.

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

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 a benchmark for 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

gpt_server是一个用于生产级部署LLMs、Embedding、Reranker、ASR和TTS的开源框架。

A benchmark for prompt injection detection systems.

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

Code scanner to check for issues in prompts and LLM calls

This is The most comprehensive prompt hacking course available, which record our progress on a prompt engineering and prompt hacking course.