Skip to content
/ Reliable-and-Trustworthy-AI-Notebooks Public

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

1 star 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

ClementSicard/Reliable-and-Trustworthy-AI-Notebooks

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

6 Commits

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

 
 

Repository files navigation

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

About

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

Topics

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

Resources

Readme
Activity

Stars

1 star

Watchers

2 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages