GitHub - vorzawk/mdlAttack: Model Attack on Convolutional Neural Networks

Model Attack on Convolutional Neural Networks

Codebase for my MS thesis, the actual thesis can be accessed here.

Name		Name	Last commit message	Last commit date
experiments		experiments
4layerCNN_cifar10.ipynb		4layerCNN_cifar10.ipynb
CNN_mnist.ipynb		CNN_mnist.ipynb
OneEpoch_cifar10.ipynb		OneEpoch_cifar10.ipynb
README.md		README.md
cifar10_analyzeAttack.ipynb		cifar10_analyzeAttack.ipynb
cifar10_debugging.ipynb		cifar10_debugging.ipynb
cifar10_debugging.py		cifar10_debugging.py
cifar10_initModel.ipynb		cifar10_initModel.ipynb
cifar10_lossFnAttack.ipynb		cifar10_lossFnAttack.ipynb
descriptions.txt		descriptions.txt
mdlAttackTyp1.ipynb		mdlAttackTyp1.ipynb
mdlAttackTyp2.ipynb		mdlAttackTyp2.ipynb
mdlAttackTyp3.ipynb		mdlAttackTyp3.ipynb
mdlAttackTyp4.ipynb		mdlAttackTyp4.ipynb
mdlAttack_InitModel.py		mdlAttack_InitModel.py
mdlAttack_lossFn.py		mdlAttack_lossFn.py
mdlAttack_measureBER&noiseDstn.ipynb		mdlAttack_measureBER&noiseDstn.ipynb
mdlAttack_measureSNR.ipynb		mdlAttack_measureSNR.ipynb
mdlAttack_realNoiseHistograms.ipynb		mdlAttack_realNoiseHistograms.ipynb
mdlAttack_tsnePatterns.ipynb		mdlAttack_tsnePatterns.ipynb
mnistSubset_initModel.ipynb		mnistSubset_initModel.ipynb
mnistSubset_lossFnAttack.ipynb		mnistSubset_lossFnAttack.ipynb
mnist_analyzeAttack.ipynb		mnist_analyzeAttack.ipynb
mnist_initModel.ipynb		mnist_initModel.ipynb
mnist_lossFnAttack.ipynb		mnist_lossFnAttack.ipynb
mnist_visualizeAttackTsne.ipynb		mnist_visualizeAttackTsne.ipynb