An immunity-based model for network intrusion detection

Yanchao Zhang, Xirong Que, Wendong Wang, Shiduan Cheng

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Network intrusion detection is one of the most popular research topics. Existing network-based intrusion detection systems have drawbacks in many aspects, among of which the two outstanding problems are the high ratio of false alarms and the lack of self-adaptation. An overview of the human immune system is presented and its salient features that can contribute to the design of competent network-based IDS are analyzed. Then a network-based intrusion detection model is described, which is inspired by the human immune system, and its characteristics are analyzed in full.

Original languageEnglish (US)
Title of host publication2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages24-29
Number of pages6
Volume5
ISBN (Electronic)0780370104, 9780780370104
DOIs
StatePublished - 2001
Externally publishedYes
EventInternational Conferences on Info-Tech and Info-Net, ICII 2001 - Beijing, China
Duration: Oct 29 2001Nov 1 2001

Other

OtherInternational Conferences on Info-Tech and Info-Net, ICII 2001
CountryChina
CityBeijing
Period10/29/0111/1/01

Fingerprint

immunity
Intrusion detection
Immune system
immune system
immune systems
false alarms
detection

Keywords

  • detector
  • human immune system
  • intrusion detection

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Science Applications
  • Signal Processing
  • Computers in Earth Sciences
  • Control and Systems Engineering
  • Instrumentation

Cite this

Zhang, Y., Que, X., Wang, W., & Cheng, S. (2001). An immunity-based model for network intrusion detection. In 2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings (Vol. 5, pp. 24-29). [983489] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICII.2001.983489

An immunity-based model for network intrusion detection. / Zhang, Yanchao; Que, Xirong; Wang, Wendong; Cheng, Shiduan.

2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings. Vol. 5 Institute of Electrical and Electronics Engineers Inc., 2001. p. 24-29 983489.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Zhang, Y, Que, X, Wang, W & Cheng, S 2001, An immunity-based model for network intrusion detection. in 2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings. vol. 5, 983489, Institute of Electrical and Electronics Engineers Inc., pp. 24-29, International Conferences on Info-Tech and Info-Net, ICII 2001, Beijing, China, 10/29/01. https://doi.org/10.1109/ICII.2001.983489
Zhang Y, Que X, Wang W, Cheng S. An immunity-based model for network intrusion detection. In 2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings. Vol. 5. Institute of Electrical and Electronics Engineers Inc. 2001. p. 24-29. 983489 https://doi.org/10.1109/ICII.2001.983489
Zhang, Yanchao ; Que, Xirong ; Wang, Wendong ; Cheng, Shiduan. / An immunity-based model for network intrusion detection. 2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings. Vol. 5 Institute of Electrical and Electronics Engineers Inc., 2001. pp. 24-29
@inproceedings{a770bbad849a49358163d0107b7ad017,
title = "An immunity-based model for network intrusion detection",
abstract = "Network intrusion detection is one of the most popular research topics. Existing network-based intrusion detection systems have drawbacks in many aspects, among of which the two outstanding problems are the high ratio of false alarms and the lack of self-adaptation. An overview of the human immune system is presented and its salient features that can contribute to the design of competent network-based IDS are analyzed. Then a network-based intrusion detection model is described, which is inspired by the human immune system, and its characteristics are analyzed in full.",
keywords = "detector, human immune system, intrusion detection",
author = "Yanchao Zhang and Xirong Que and Wendong Wang and Shiduan Cheng",
year = "2001",
doi = "10.1109/ICII.2001.983489",
language = "English (US)",
volume = "5",
pages = "24--29",
booktitle = "2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
address = "United States",

}

TY - GEN

T1 - An immunity-based model for network intrusion detection

AU - Zhang, Yanchao

AU - Que, Xirong

AU - Wang, Wendong

AU - Cheng, Shiduan

PY - 2001

Y1 - 2001

N2 - Network intrusion detection is one of the most popular research topics. Existing network-based intrusion detection systems have drawbacks in many aspects, among of which the two outstanding problems are the high ratio of false alarms and the lack of self-adaptation. An overview of the human immune system is presented and its salient features that can contribute to the design of competent network-based IDS are analyzed. Then a network-based intrusion detection model is described, which is inspired by the human immune system, and its characteristics are analyzed in full.

AB - Network intrusion detection is one of the most popular research topics. Existing network-based intrusion detection systems have drawbacks in many aspects, among of which the two outstanding problems are the high ratio of false alarms and the lack of self-adaptation. An overview of the human immune system is presented and its salient features that can contribute to the design of competent network-based IDS are analyzed. Then a network-based intrusion detection model is described, which is inspired by the human immune system, and its characteristics are analyzed in full.

KW - detector

KW - human immune system

KW - intrusion detection

UR - http://www.scopus.com/inward/record.url?scp=84964521008&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84964521008&partnerID=8YFLogxK

U2 - 10.1109/ICII.2001.983489

DO - 10.1109/ICII.2001.983489

M3 - Conference contribution

VL - 5

SP - 24

EP - 29

BT - 2001 International Conferences on Info-Tech and Info-Net: A Key to Better Life, ICII 2001 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

ER -