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62725

SYN Flood Attack Detection Usiing AR Model

Article

Last updated: 25 Dec 2024

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Abstract

Due to the sophisticated characteristics of auto-regressive (AR)
modeling approach, it finds applications in most anomaly detection
processes. This paper extends the concept of AR modeling to
create models for the estimated auto-correlation between data and
control planes packet counts of the network traffic. These models
are fed with the anomaly traffic containing SYN flood attack. The
estimated residuals in these scenarios are used as indicators for
the attacks. Simulation results revealed the success of attack
detection using the proposed approach.

DOI

10.21608/mjeer.2019.62725

Keywords

auto-regressive, control planes and network traffic

Authors

First Name

Rania

Last Name

Ghazy

MiddleName

-

Affiliation

Dept. of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University.

Email

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Orcid

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First Name

el-sayed

Last Name

El-Rabaie

MiddleName

-

Affiliation

Dept. of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University.

Email

-

City

-

Orcid

-

First Name

Moawad

Last Name

Dessouky

MiddleName

-

Affiliation

Dept. of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University.

Email

-

City

-

Orcid

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First Name

Nawal

Last Name

El-Fishawy

MiddleName

-

Affiliation

Computer Science and Eng., Faculty of Electronic Eng., Menoufia University.

Email

-

City

-

Orcid

-

First Name

Fathi

Last Name

Abd El-Samie

MiddleName

-

Affiliation

Dept. of Electronics and Electrical Communications, Faculty of Electronic Engineering, Menoufia University.

Email

-

City

-

Orcid

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Volume

28

Article Issue

1

Related Issue

9506

Issue Date

2019-01-01

Receive Date

2017-04-30

Publish Date

2019-01-01

Page Start

85

Page End

92

Print ISSN

1687-1189

Online ISSN

2682-3535

Article File

MJEER_Volume 28_Issue 1_Pages 85-92.pdf

PDF . 427.2kB

Link

https://mjeer.journals.ekb.eg/article_62725.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=62725

Order

5

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

SYN Flood Attack Detection Usiing AR Model

Details

Type

Article

Created At

22 Jan 2023