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A New Architecture for Network Intrusion Detection and Prevention

Waleed Bul'ajoul Orcid Logo, Anne James, Siraj Shaikh Orcid Logo

IEEE Access, Volume: 7, Pages: 18558 - 18573

Swansea University Author: Siraj Shaikh Orcid Logo

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DOI (Published version): 10.1109/access.2019.2895898

Abstract

This paper presents an investigation, involving experiments, which shows that current network intrusion, detection, and prevention systems (NIDPSs) have several shortcomings in detecting or preventing rising unwanted traffic and have several threats in high-speed environments. It shows that the NIDP...

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Published in: IEEE Access
ISSN: 2169-3536
Published: Institute of Electrical and Electronics Engineers (IEEE) 2019
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URI: https://cronfa.swan.ac.uk/Record/cronfa61041
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first_indexed 2022-10-14T15:01:58Z
last_indexed 2023-01-13T19:21:35Z
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spelling 2022-10-17T11:22:57.1163973 v2 61041 2022-09-05 A New Architecture for Network Intrusion Detection and Prevention 50117e8faac2d0937989e14847105704 0000-0002-0726-3319 Siraj Shaikh Siraj Shaikh true false 2022-09-05 SCS This paper presents an investigation, involving experiments, which shows that current network intrusion, detection, and prevention systems (NIDPSs) have several shortcomings in detecting or preventing rising unwanted traffic and have several threats in high-speed environments. It shows that the NIDPS performance can be weak in the face of high-speed and high-load malicious traffic in terms of packet drops, outstanding packets without analysis, and failing to detect/prevent unwanted traffic. A novel quality of service (QoS) architecture has been designed to increase the intrusion detection and prevention performance. Our research has proposed and evaluated a solution using a novel QoS configuration in a multi-layer switch to organize packets/traffic and parallel techniques to increase the packet processing speed. The new architecture was tested under different traffic speeds, types, and tasks. The experimental results show that the architecture improves the network and security performance which is can cover up to 8 Gb/s with 0 packets dropped. This paper also shows that this number (8Gb/s) can be improved, but it depends on the system capacity which is always limited. Journal Article IEEE Access 7 18558 18573 Institute of Electrical and Electronics Engineers (IEEE) 2169-3536 20 2 2019 2019-02-20 10.1109/access.2019.2895898 COLLEGE NANME Computer Science COLLEGE CODE SCS Swansea University Nottingham Trent University; University of Omar Al-Mukhtar, Al-Bayda, Libya 2022-10-17T11:22:57.1163973 2022-09-05T22:37:07.2479845 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Waleed Bul'ajoul 0000-0003-4927-9500 1 Anne James 2 Siraj Shaikh 0000-0002-0726-3319 3
title A New Architecture for Network Intrusion Detection and Prevention
spellingShingle A New Architecture for Network Intrusion Detection and Prevention
Siraj Shaikh
title_short A New Architecture for Network Intrusion Detection and Prevention
title_full A New Architecture for Network Intrusion Detection and Prevention
title_fullStr A New Architecture for Network Intrusion Detection and Prevention
title_full_unstemmed A New Architecture for Network Intrusion Detection and Prevention
title_sort A New Architecture for Network Intrusion Detection and Prevention
author_id_str_mv 50117e8faac2d0937989e14847105704
author_id_fullname_str_mv 50117e8faac2d0937989e14847105704_***_Siraj Shaikh
author Siraj Shaikh
author2 Waleed Bul'ajoul
Anne James
Siraj Shaikh
format Journal article
container_title IEEE Access
container_volume 7
container_start_page 18558
publishDate 2019
institution Swansea University
issn 2169-3536
doi_str_mv 10.1109/access.2019.2895898
publisher Institute of Electrical and Electronics Engineers (IEEE)
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Mathematics and Computer Science - Computer Science{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Mathematics and Computer Science - Computer Science
document_store_str 0
active_str 0
description This paper presents an investigation, involving experiments, which shows that current network intrusion, detection, and prevention systems (NIDPSs) have several shortcomings in detecting or preventing rising unwanted traffic and have several threats in high-speed environments. It shows that the NIDPS performance can be weak in the face of high-speed and high-load malicious traffic in terms of packet drops, outstanding packets without analysis, and failing to detect/prevent unwanted traffic. A novel quality of service (QoS) architecture has been designed to increase the intrusion detection and prevention performance. Our research has proposed and evaluated a solution using a novel QoS configuration in a multi-layer switch to organize packets/traffic and parallel techniques to increase the packet processing speed. The new architecture was tested under different traffic speeds, types, and tasks. The experimental results show that the architecture improves the network and security performance which is can cover up to 8 Gb/s with 0 packets dropped. This paper also shows that this number (8Gb/s) can be improved, but it depends on the system capacity which is always limited.
published_date 2019-02-20T04:19:38Z
_version_ 1763754302001643520
score 11.0133505

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