https://github.com/ClementSicard/Reliable-and-Trustworthy-AI-Notebooks

Reliable and Trustworthy Intelligence AI notebooks from ETH Zurich course taught by Prof. Dr. Martin Vechev
https://github.com/ClementSicard/Reliable-and-Trustworthy-AI-Notebooks

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

Last synced: about 2 months ago
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Reliable and Trustworthy Intelligence AI notebooks from ETH Zurich course taught by Prof. Dr. Martin Vechev

• Host: GitHub
• URL: https://github.com/ClementSicard/Reliable-and-Trustworthy-AI-Notebooks
• Owner: ClementSicard
• Created: 2021-10-11T11:51:58.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2021-11-07T16:16:13.000Z (almost 3 years ago)
• Last Synced: 2024-04-18T15:08:01.610Z (5 months ago)
• Topics: interpretable-ai, neural-networks, reliable-ai, trustworthy-ai
• Language: Jupyter Notebook
• Homepage:
• Size: 28.3 KB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-machine-learning-interpretability - Reliable-and-Trustworthy-AI-Notebooks - and-Trustworthy-AI-Notebooks?style=social) (Education Resources / Comprehensive Software Examples and Tutorials)

README

        
# 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](https://www.sri.inf.ethz.ch/teaching/reliableai21) 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