Yigit Alparslan and Edward Kim This repo containts the source code for research paper "Robust SleepNets": https://arxiv.org/abs/2102.12555
Eye model results after adversarially attacking them.
Face model results after adversarially attacking them.
- Train classifier to detect eye closedness
- Attack classifier with Projected Gradient Descent and report accuracies
- Adversarially train and evaluate the classifier
Please cite this paper as below:
@article{alparslan2021robust,
title={Robust SleepNets},
author={Alparslan, Yigit and Kim, Edward},
journal={arXiv preprint arXiv:2102.12555},
year={2021}
}