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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 274 58

  2. nbdefense nbdefense Public

    Secure Jupyter Notebooks and Experimentation Environment

    Python 52 9

  3. llm-guard llm-guard Public

    The Security Toolkit for LLM Interactions

    Python 1.1k 141

  4. rebuff rebuff Public

    LLM Prompt Injection Detector

    TypeScript 1.1k 76

  5. ai-exploits ai-exploits Public

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

    Python 1.4k 108

Repositories

Showing 10 of 12 repositories
  • modelscan Public

    Protection against Model Serialization Attacks

    protectai/modelscan’s past year of commit activity
    Python 274 Apache-2.0 58 10 (1 issue needs help) 4 Updated Sep 16, 2024
  • llm-guard Public

    The Security Toolkit for LLM Interactions

    protectai/llm-guard’s past year of commit activity
    Python 1,131 MIT 141 14 0 Updated Sep 16, 2024
  • protectai/nbdefense-jupyter’s past year of commit activity
    TypeScript 10 Apache-2.0 5 2 5 Updated Aug 30, 2024
  • .github Public
    protectai/.github’s past year of commit activity
    1 0 0 0 Updated Aug 7, 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 7, 2024
  • rebuff Public

    LLM Prompt Injection Detector

    protectai/rebuff’s past year of commit activity
    TypeScript 1,069 Apache-2.0 76 25 (9 issues need help) 6 Updated Aug 7, 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 1,387 108 2 2 Updated Aug 7, 2024
  • nbdefense Public

    Secure Jupyter Notebooks and Experimentation Environment

    protectai/nbdefense’s past year of commit activity
    Python 52 Apache-2.0 9 1 1 Updated Aug 3, 2024
  • cve-db-feed Public

    A place to view and update the categories and packages tracked in the CVE database feed.

    protectai/cve-db-feed’s past year of commit activity
    2 MIT 1 0 0 Updated Jun 4, 2024
  • msf-module-python Public template

    Template repository for writing Python Metasploit Modules

    protectai/msf-module-python’s past year of commit activity
    Python 3 Apache-2.0 1 0 0 Updated Nov 30, 2023

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