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Evaluating defenses for neural networks attacked by adversarial examples.

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Thesis

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Docker

make dockerbuild builds a docker image tagged as thesis with the needed dependencies installed at system level. You can run bash inside a container and run scripts there. For example:

sudo systemctl start docker # if you're using systemd
make dockerbuild
sudo docker run --rm -it thesis /bin/bash

If you still want to run scripts outside containers, see below.

Install dependencies

pip install pipenv==11.10.1
make install

How to test

make pytest

How to run

pipenv run ./bin/train-model.py --help

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Evaluating defenses for neural networks attacked by adversarial examples.

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