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@protectai

Protect AI

Securing ML

Protect AI OSS

Protect AI's OSS portfolio includes tools aimed at improving security of AI/ML software. These tools are meant for a wide range of engineering, security and ML practitioners including:

  • Developers
  • Security Engineers/Researchers
  • ML Engineers
  • LLM Engineers & Prompt Engineers
  • Data Scientists

Project Description
ModelScan 🔍 ML Model Security Scanner
AI Exploits 🗡️ Collection of AI/ML Exploits
LLM Guard 🛡️ Security Toolkit for LLM Interactions
rebuff 💉 LLM Prompt Injection Attack Detection
NB Defense 📓 Jupyter Notebooks Security

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  1. modelscan modelscan Public

    Protection against Model Serialization Attacks

    Python 282 58

  2. nbdefense nbdefense Public

    Secure Jupyter Notebooks and Experimentation Environment

    Python 53 10

  3. llm-guard llm-guard Public

    The Security Toolkit for LLM Interactions

    Python 1.2k 148

  4. rebuff rebuff Public

    LLM Prompt Injection Detector

    TypeScript 1.1k 80

  5. ai-exploits ai-exploits Public

    A collection of real world AI/ML exploits for responsibly disclosed vulnerabilities

    Python 1.4k 109

Repositories

Showing 10 of 12 repositories