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Top 6 adversarial-defense open source projects

pytorch implementation of Parametric Noise Injection for adversarial defense

✭ 30

python shell ai-security adversarial-defense

Adversarial Ranking Attack and Defense, ECCV, 2020.

✭ 19

python shell ranking metric-learning adversarial-machine-learning adversarial-attacks adversarial-defense eccv-2020

Adversarial-Distributional-Training

Adversarial Distributional Training (NeurIPS 2020)

✭ 52

python pytorch robustness adversarial-machine-learning adversarial-training adversarial-defense neurips-2020

Adversarial-Patch-Training

Code for the paper: Adversarial Training Against Location-Optimized Adversarial Patches. ECCV-W 2020.

✭ 30

python adversarial-machine-learning adversarial-training adversarial-defense adversarial-patches

denoised-smoothing

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

✭ 82

Jupyter Notebook python shell 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

Denoised-Smoothing-TF

Minimal implementation of Denoised Smoothing (https://arxiv.org/abs/2003.01908) in TensorFlow.

✭ 19

Jupyter Notebook python tensorflow vision robustness adversarial-defense randomized-smoothing denoised-randomized-smoothing

1-6 of 6 adversarial-defense projects