trusted-ai

There are 7 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:Python4.6k1018751.1k

  • 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:Python2.3k90248818

  • Trusted-AI/AIX360

    Interpretability and explainability of data and machine learning models

    Language:Python1.5k5676307

  • 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:Python251201157

  • PaddlePaddle/PaddleDTX

    Paddle with Decentralized Trust based on Xuperchain

    Language:Go8991634
  • athena

    softsys4ai/athena

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

    Language:Python429319

  • IBMDeveloperUK/Trusted-AI-Workshop

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

    4502