Skip to content

A simple app generating adversarial examples with a few methods, for various neural network based image classifiers.

Notifications You must be signed in to change notification settings

jakipatryk/adversarial-generator

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

26 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

adversarial-generator

A simple app generating adversarial examples with a few methods, for various neural network based image classifiers.

screenshot

Project structure

The project consists of two main modules:

  • models - this one contains all ML-related stuff
  • app - Django application that provides UI for the generator

Run app

conda create --name adversarial-generator --file spec-file.txt

conda activate adversarial-generator

cd app

python manage.py runserver

Run pylint

find . -type f -name "*.py" | xargs pylint

About

A simple app generating adversarial examples with a few methods, for various neural network based image classifiers.

Resources

Stars

Watchers

Forks