Designing an Artificial Immune System inspired Intrusion Detection System
Cryptography and Security
2022-08-17 v1 Neural and Evolutionary Computing
Abstract
The Human Immune System (HIS) works to protect a body from infection, illness, and disease. This system can inspire cybersecurity professionals to design an Artificial Immune System (AIS) based Intrusion Detection System (IDS). These biologically inspired algorithms using Self/Nonself and Danger Theory can directly augmentIDS designs and implementations. In this paper, we include an examination into the elements of design necessary for building an AIS-IDS framework and present an architecture to create such systems.
Cite
@article{arxiv.2208.07801,
title = {Designing an Artificial Immune System inspired Intrusion Detection System},
author = {William Anderson and Kaneesha Moore and Jesse Ables and Sudip Mittal and Shahram Rahimi and Ioana Banicescu and Maria Seale},
journal= {arXiv preprint arXiv:2208.07801},
year = {2022}
}