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.