Measurement Based Evaluation and Mitigation of Flood Attacks on a LAN Test-Bed

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Date

2023

Authors

Mohammed Nasereddin
Mert Nakip
Erol Gelenbe

Journal Title

Journal ISSN

Volume Title

Publisher

IEEE COMPUTER SOC

Open Access Color

Green Open Access

Yes

OpenAIRE Downloads

15

OpenAIRE Views

15

Publicly Funded

No
Impulse
Average
Influence
Average
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Average

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Abstract

The IoT is vulnerable to network attacks and Intrusion Detection Systems (IDS) can provide high attack detection accuracy and are easily installed in IoT Servers. However IDS are seldom evaluated in operational conditions which are seriously impaired by attack overload. Thus a Local Area Network test-bed is used to evaluate the impact of UDP Flood Attacks on an IoT Server whose first line of defence is an accurate IDS. We show that attacks overload the multi-core Server and paralyze its IDS. Thus a mitigation scheme that detects attacks rapidly and drops packets within milli-seconds after the attack begins is proposed and experimentally evaluated.

Description

Keywords

Internet of Things, Local Area Networks, Cybersecurity, Random Neural Networks, G-Networks, UDP Flood Attacks, Intrusion Detection and Mitigation, Mitigation, Random Neural Networks, Internet of Things, G-networks, UDP Flood Attacks, Intrusion Detection and Mitigation, Intrusion Detection, Local Area Networks, Cybersecurity, Computer Science - Networking and Internet Architecture, Networking and Internet Architecture (cs.NI), FOS: Computer and information sciences, Computer Science - Cryptography and Security, Cryptography and Security (cs.CR), Internet of Things, Local Area Networks, Cybersecurity, Random Neural Networks, G-Networks, UDP Flood Attacks, Intrusion Detection and Mitigation

Fields of Science

0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

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OpenCitations Citation Count
2

Source

48th Conference on Local Computer Networks

Volume

Issue

Start Page

1

End Page

4
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Scopus : 4

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Mendeley Readers : 11

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