https://github.com/ilkerkesen/taarruz.jl

Adversarial Attack Tool for Knet
https://github.com/ilkerkesen/taarruz.jl

Last synced: about 1 month ago
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Adversarial Attack Tool for Knet

• Host: GitHub
• URL: https://github.com/ilkerkesen/taarruz.jl
• Owner: ilkerkesen
• License: mit
• Created: 2019-05-09T17:28:53.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-05-15T18:13:41.000Z (over 5 years ago)
• Last Synced: 2024-10-10T11:39:39.095Z (about 1 month ago)
• Language: Julia
• Size: 85.9 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Taarruz

[![](https://travis-ci.org/ilkerkesen/Taarruz.jl.svg?branch=master)](https://travis-ci.org/ilkerkesen/Taarruz.jl)

Adversarial Attack Tool for [Knet](https://github.com/denizyuret/Knet.jl).

## Implemented Attacks

- ```FGSM```: Fast Gradient Sign Method ([paper](https://arxiv.org/abs/1412.6572)).

Too see documentation, type ```@doc method_name``` in Julia REPL (e.g. ```@doc FGSM```).

## Example Notebooks

- [lenet-fgsm](examples/lenet-fgsm.ipynb): FGSM attack to Lenet trained on MNIST dataset.