{"repo":"Trusted-AI/adversarial-robustness-toolbox","free":true,"listed":false,"github":"https://github.com/Trusted-AI/adversarial-robustness-toolbox","clone":"git clone https://github.com/Trusted-AI/adversarial-robustness-toolbox.git","description":"Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams","language":"Python","stars":6183,"topics":["python","attack","adversarial-machine-learning","poisoning","trusted-ai","artificial-intelligence","extraction","adversarial-attacks","adversarial-examples","evasion"],"license":"MIT","category":"machine-learning","readme_excerpt":"Adversarial Robustness Toolbox (ART) v1.20 中文README请按此处 Adversarial Robustness Toolbox (ART) is a Python library for Machine Learning Security. ART is hosted by the Linux Foundation AI & Data Foundation (LF AI & Data). ART provides tools that enable developers and researchers to defend and evaluate Machine Learning models and applications against the adversarial threats of Evasion, Poisoning, Extraction, and Inference. ART supports all popular machine learning frameworks (TensorFlow, Keras, PyTorch, scikit-learn, XGBoost, LightGBM, CatBoost, GPy, etc.), all data types (images, tables, audio, video, etc.) and machine learning tasks (classification, object detection, speech recognition, generation, certification, etc.). Adversarial Threats ART for Red and Blue Teams (selection) Learn more [Get Started][get-started] [Documentation][documentation] [Contributing][contributing] ------------------------------------- ------------------------------- ----------------------------------- - [Installation][installation] - Examples - Notebooks - [Attacks][attacks] - [Defences][defences] - [Estimators][estimators] - [Metrics][metrics] - Technical Documentation - Slack, Invitation - Contributing - [Roadmap][roadmap] - [Citing][citing] [get-started]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/Get-Started [attacks]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/ART-Attacks [defences]: https://github.com/Trusted-AI/adversarial-robustness-toolbox/wiki/AR","default_branch":null,"files":null,"tree":[],"storefront":"/r/Trusted-AI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Trusted-AI/adversarial-robustness-toolbox/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}