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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
Vulnhuntr 🏹 Autonomous AI-Discovered 0Day Tool

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  1. modelscan modelscan Public

    Protection against Model Serialization Attacks

    Python 332 74

  2. nbdefense nbdefense Public

    Secure Jupyter Notebooks and Experimentation Environment

    Python 57 10

  3. llm-guard llm-guard Public

    The Security Toolkit for LLM Interactions

    Python 1.3k 165

  4. rebuff rebuff Public

    LLM Prompt Injection Detector

    TypeScript 1.1k 82

  5. ai-exploits ai-exploits Public

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

    Python 1.5k 115

Repositories

Showing 10 of 14 repositories
  • chart-testing Public Forked from helm/chart-testing

    CLI tool for linting and testing Helm charts

    protectai/chart-testing’s past year of commit activity
    Go 0 Apache-2.0 222 0 0 Updated Dec 11, 2024
  • modelscan Public

    Protection against Model Serialization Attacks

    protectai/modelscan’s past year of commit activity
    Python 332 Apache-2.0 74 17 (1 issue needs help) 9 Updated Dec 10, 2024
  • llm-guard Public

    The Security Toolkit for LLM Interactions

    protectai/llm-guard’s past year of commit activity
    Python 1,287 MIT 165 19 3 Updated Nov 25, 2024
  • nbdefense Public

    Secure Jupyter Notebooks and Experimentation Environment

    protectai/nbdefense’s past year of commit activity
    Python 57 Apache-2.0 10 1 2 Updated Nov 22, 2024
  • vulnhuntr Public

    Zero shot vulnerability discovery using LLMs

    protectai/vulnhuntr’s past year of commit activity
    Python 1,204 AGPL-3.0 123 4 3 Updated Nov 1, 2024
  • .github Public
    protectai/.github’s past year of commit activity
    1 0 0 0 Updated Oct 24, 2024
  • ai-exploits Public

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

    protectai/ai-exploits’s past year of commit activity
    Python 1,452 115 1 2 Updated Oct 23, 2024
  • protectai/nbdefense-jupyter’s past year of commit activity
    TypeScript 10 Apache-2.0 6 2 6 Updated Oct 1, 2024
  • grepdiff Public Forked from rsc/grepdiff

    grep for diffs

    protectai/grepdiff’s past year of commit activity
    Go 1 BSD-3-Clause 4 0 1 Updated Aug 8, 2024
  • rebuff Public

    LLM Prompt Injection Detector

    protectai/rebuff’s past year of commit activity
    TypeScript 1,142 Apache-2.0 82 25 (9 issues need help) 6 Updated Aug 8, 2024