Prompt Injection Techniques Documentation

Welcome to the Prompt Injection Techniques repository documentation. This comprehensive collection of prompt injection techniques is designed to help researchers and developers understand and defend against methods used to manipulate AI systems.

Warning

This repository is intended for educational and defensive purposes only. Do not use these techniques to cause harm or bypass legitimate safety measures in production AI systems.

Introduction:

• Introduction
  • Important Warning
  • Project Overview
• Prompt Injection Attack Classification Framework
  • Classification System

Attack Categories:

• Instruction Override Attacks
• Role-Playing Attacks
• Context Manipulation Attacks
• Formatting Tricks Attacks
• Multilingual Attacks
• Psychological Manipulation Attacks
• Jailbreak Attacks
• Hijacking Attacks

Detection & Defense:

• Prompt Injection Detection: An Overview
• Input Detection Strategies for Prompt Injection
• Output Detection Strategies for Prompt Injection
• Integrated Approach to Prompt Injection Defense
• Detection Strategies

Resources:

• The Dataset
• Contributing
• License
• Acknowledgments
• Contact