https://github.com/rathore25/adversarial-examples

Generating universal and targeted adversarial examples
https://github.com/rathore25/adversarial-examples

adversarial-examples cifar10 cnn-keras neural-network

Last synced: 24 days ago
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Generating universal and targeted adversarial examples

• Host: GitHub
• URL: https://github.com/rathore25/adversarial-examples
• Owner: Rathore25
• Created: 2020-09-15T18:01:53.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-15T18:36:44.000Z (over 4 years ago)
• Last Synced: 2024-11-02T06:43:42.480Z (2 months ago)
• Topics: adversarial-examples, cifar10, cnn-keras, neural-network
• Language: Jupyter Notebook
• Homepage:
• Size: 313 KB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Generating Adversarial Examples

- Implemented and trained a CNN on CIFAR-10 dataset

- Generated targeted adversarial example by minimizing the cross entropy loss

- Generated universal adversarial example by maximizing the cross entropy loss