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Old ML Project - Create adversarial images to fool a MNIST classifier using TensorFlow.

Home Page: https://github.com/lucylow/ML_adversarial_images/blob/master/MNIST_CNN_working.ipynb

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adversarial-images machine learning mnist classifer adversarial-attacks adversarial-machine-learning adversarial-example tensorflow fool

ml_adversarial_images's Introduction

ML Classifier with Adversarial Images


Create adversarial images that can be used to fool to misclassify MNIST data in a deep convolutional neural network.

alt text

Example TensorFlow

MNIST notebook

https://github.com/lucylow/ML_adversarial_images/blob/master/MNIST_CNN_working.ipynb

Prerequisites

  • Python 3.3 +
  • Tensorflow 1.1.0
  • matplotlib 2.1.0
  • numpy

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