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provable-defense

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microsoft / denoised-smoothing

Provably defending pretrained classifiers including the Azure, Google, AWS, and Clarifai APIs

machine-learning computer-vision deep-learning aws-rekognition neural-networks image-classification clarifai google-cloud-vision adversarial-examples azure-computer-vision adversarial-defense adversarial-robustness provable-defense

Updated Apr 2, 2021
Jupyter Notebook

provably-robust-boosting

max-andr / provably-robust-boosting

Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks [NeurIPS 2019]

boosted-trees boosting adversarial-attacks provable-defense boosted-decision-stumps

Updated Apr 25, 2020
Python

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