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How to Trick a Neural Network

Fooling a neural network with adversarial examples. This repository includes all source code for the tutorial on DigitalOcean with the same title, including:

  • adversarial example of corgi that an neural network thinks is a goldfish
  • utility to trick any neural network into predicting one class as another
  • utility to run an ImageNet-pretrained ResNet18 neural network on any image of your choosing

created by Alvin Wan, June 2020

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Fooling a neural network with adversarial examples

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