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Reliable and Trustworthy Intelligence AI notebooks from ETH Zurich course taught by Prof. Dr. Martin Vechev

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FGSM-PGD-Attacks-on-Neural-Networks.ipynb
FGSM-PGD-Attacks-on-Neural-Networks.ipynb
 
 
PGD-TRADES-Defenses-on-Neural-Networks.ipynb
PGD-TRADES-Defenses-on-Neural-Networks.ipynb
 
 
README.md
README.md
 
 

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Reliable and Trustworthy AI Notebooks

This repository contains the notebooks I worked on in the frame of 263-2400-00L Reliable and Trustworthy Artificial Intelligence taught by Prof. Dr. Martin Vechev.

Contents

  • Targeted and untargeted FGSM attacks on pre-trained Neural Networks
  • PGD and TRADES defenses for adversarial-attacks-resistant Neural Networks

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Reliable and Trustworthy Intelligence AI notebooks from ETH Zurich course taught by Prof. Dr. Martin Vechev

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neural-networks interpretable-ai trustworthy-ai reliable-ai

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