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Top 3 trusted-ai open source projects

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

✭ 2,638

python artificial-intelligence attack extraction privacy ai inference evasion red-team poisoning adversarial-machine-learning blue-team adversarial-examples adversarial-attacks trusted-ai trustworthy-ai

athena

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

✭ 39

python shell Jupyter Notebook security machine-learning deep-neural-networks artificial-intelligence adversarial-machine-learning defense-methods trusted-ai

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.

✭ 211

python r machine-learning metrics artificial-intelligence uncertainty calibration uncertainty-quantification trusted-ai bayesianneuralnetwork uncertainty-estimates

1-3 of 3 trusted-ai projects