trusted-ai

There are 9 repositories under trusted-ai topic.

  • Trusted-AI/adversarial-robustness-toolbox

    Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

    Language:Python5.5k989051.3k

  • Trusted-AI/AIF360

    A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

    Language:Python2.6k91256887

  • Trusted-AI/AIX360

    Interpretability and explainability of data and machine learning models

    Language:Python1.7k5679319

  • IBM/UQ360

    Uncertainty Quantification 360 (UQ360) is an extensible open-source toolkit that can help you estimate, communicate and use uncertainty in machine learning model predictions.

    Language:Python265191261

  • PaddlePaddle/PaddleDTX

    Paddle with Decentralized Trust based on Xuperchain

    Language:Go8981636
  • athena

    softsys4ai/athena

    Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks

    Language:Python438319

  • IBMDeveloperUK/Trusted-AI-Workshop

    Hands on workshop material evaluating performance, fairness and robustness of models

    4402

  • TortueSagace/versatile_evasion_attacks

    Security protocols for estimating adversarial robustness of machine learning models for both tabular and image datasets. This package implements a set of evasion attacks based on metaheuristic optimization algorithms, and complex cost functions to give reliable results for tabular problems.

    Language:Jupyter Notebook3101

  • yaacov/rag-chat-interface

    A self-hosted, privacy-focused RAG (Retrieval-Augmented Generation) interface for intelligent document interaction. Turn any document into a knowledge base you can chat with.

    Language:Python0101