Aidan Sharpe 47b14362de Various filters defending unmodified mnist cnn classifier

2024-04-04 15:12:14 -04:00

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Various filters defending unmodified mnist cnn classifier

2024-04-04 15:12:14 -04:00

data

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wiki

Various filters defending unmodified mnist cnn classifier

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DatasetImage.png

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difference.png

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fgsm.py

Various filters defending unmodified mnist cnn classifier

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imgComp.py

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kuwahara_FGSM_performance.png

Tested models with filtered and unfiltered training data

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mnist_cnn_bilateral.pt

Models trained with various filters; kuwahara filter defense

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mnist_cnn_filtered.pt

Tested models with filtered and unfiltered training data

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mnist_cnn_gaussian_blur.pt

Models trained with various filters; kuwahara filter defense

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mnist_cnn_unfiltered.pt

Tested models with filtered and unfiltered training data

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mnist.py

Models trained with various filters; kuwahara filter defense

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unfiltered_FGSM_performance.png

Tested models with filtered and unfiltered training data

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whale_full.png

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Whale-Attacked.png

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Whale-Original.png

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