https://github.com/arkaung/robust_nn

Building robust road sign classification neural networks which are resilient against adversarial attacks
https://github.com/arkaung/robust_nn

Last synced: 6 months ago
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Building robust road sign classification neural networks which are resilient against adversarial attacks

• Host: GitHub
• URL: https://github.com/arkaung/robust_nn
• Owner: ArkAung
• Created: 2017-12-20T05:34:50.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2017-12-20T05:40:49.000Z (over 8 years ago)
• Last Synced: 2025-07-05T19:34:20.994Z (about 1 year ago)
• Size: 1.51 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Buidling Robust Deep Neural Networks for Road Sign Classification

This work focuses on crafting adversarial samples which fool state-of-the-art road sign classification deep neural networks and building more robust neural networks by adversarial training and defensive distillation.