Proposed network intrusion detection system in cloud environment based on back propagation neural network

Joint Authors

Mehibs, Shauq Malik
Hashim, Sukaynah Hasan

Source

Journal of Babylon University : Journal of Applied and Pure Sciences

Issue

Vol. 26, Issue 1 (31 Jan. 2018), pp.29-40, 12 p.

Publisher

University of Babylon

Publication Date

2018-01-31

Country of Publication

Iraq

No. of Pages

12

Main Subjects

Information Technology and Computer Science

Abstract EN

Cloud computing is distributed architecture, providing computing facilities and storage resource as a service over the internet.

This low-cost service fulfills the basic requirements of users.

Because of the open nature and services introduced by cloud computing intruders impersonate legitimate users and misuse cloud resource and services.

To detect intruders and suspicious activities in and around the cloud computing environment, intrusion detection system used to discover the illegitimate users and suspicious action by monitors different user activities on the network .this work proposed based back propagation artificial neural network to construct t network intrusion detection in the cloud environment.

The proposed module evaluated with kdd99 dataset the experimental results shows promising approach to detect attack with high detection rate and low false alarm rate.

American Psychological Association (APA)

Mehibs, Shauq Malik& Hashim, Sukaynah Hasan. 2018. Proposed network intrusion detection system in cloud environment based on back propagation neural network. Journal of Babylon University : Journal of Applied and Pure Sciences،Vol. 26, no. 1, pp.29-40.
https://search.emarefa.net/detail/BIM-1135382

Modern Language Association (MLA)

Mehibs, Shauq Malik& Hashim, Sukaynah Hasan. Proposed network intrusion detection system in cloud environment based on back propagation neural network. Journal of Babylon University : Journal of Applied and Pure Sciences Vol. 26, no. 1 (2018), pp.29-40.
https://search.emarefa.net/detail/BIM-1135382

American Medical Association (AMA)

Mehibs, Shauq Malik& Hashim, Sukaynah Hasan. Proposed network intrusion detection system in cloud environment based on back propagation neural network. Journal of Babylon University : Journal of Applied and Pure Sciences. 2018. Vol. 26, no. 1, pp.29-40.
https://search.emarefa.net/detail/BIM-1135382

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 40

Record ID

BIM-1135382