AI/ML and Network Security:
The Emperor has no Clothes

Reproducibility artifacts for the paper AI/ML and Network Security: The Emperor has no Clothes.

Overview

Each of the use cases and related work presented in this repository has its own set of dependecies, described inside each associated Poetry environment.

However, all the use cases presented depend on the implementation of our Trustee framework and Trust Report, which was implemented in a separated Python library, we called trustee, to facilitate using it in other projects.

The trustee library can be found here

Folder structure

Folder	Description
docs/	Additional documentation. Technical report with additional results.
use_cases/	Reproducible artifacts for each of the use cases presented in the paper.
related_work/	Reproducible artifacts for the related work we compared our work with.

Citing us

@inproceedings{Jacobs2022,
	title        = {AI/ML and Network Security: The Emperor has no Clothes},
	author       = {A. S. Jacobs and R. Beltiukov and W. Willinger and R. A. Ferreira and A. Gupta and L. Z. Granville},
	year         = 2022,
	booktitle    = {Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security},
	location     = {Los Angeles, CA, USA},
	publisher    = {Association for Computing Machinery},
	address      = {New York, NY, USA},
	series       = {CCS '22}
}