This repository contains code for a publication "Sponge Examples: Energy-Latency Attacks on Neural Networks".
The paper can be found on here or alterantively on arxiv.
In case of questions please do not hesitate reaching out! To cite please use:
@inproceedings{shumailov2020sponge,
title={Sponge Examples: Energy-Latency Attacks on Neural Networks},
author={Ilia Shumailov and Yiren Zhao and Daniel Bates and Nicolas Papernot and Robert Mullins and Ross Anderson},
year={2021},
booktitle={6th IEEE European Symposium on Security and Privacy (EuroS\&P)},
}
The codebase is split into two, covering computer vision and natural language tasks respectively. Please refer to individual folders for instructions and examples.