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Cloud denial of service detection by dendritic cell mechanism

Ahmad, Azuan and Kama, Mohd Nazri and Mohd Yusof, Othman and A. Bakar, Nur Azaliah and Idris, Norbik Bashah (2018) Cloud denial of service detection by dendritic cell mechanism. In: 2018 IEEE Symposium on Computer Applications and Industrial Electronics (ISCAIE 2018), 28th-29th April 2018, Penang.

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Abstract

The term cloud computing is not new anymore in computing technology. This form of computing technology previously considered only as marketing term, but today cloud computing not only provides innovative improvements in resource utilization but it also creates a new opportunities in data protection mechanisms where the advancement of intrusion detection technologies are blooming rapidly. From the perspective of security, cloud computing also introduces concerns about data protection and intrusion detection mechanism especially cloud computing are exposed to Denial of Service (DoS) attacks. This paper aims to provide DoS detection mechanism for cloud computing environment. As a result, we provide an experiment to examine the capability of the proposed system. The result shows that the proposed system was able to detect DoS attacks that conducted during the experiment with 94.4% detection rate. We conclude the paper with a discussion on the results, then we include together with a graphical summary of the experiment's result.

Item Type: Conference or Workshop Item (Plenary Papers)
Additional Information: 8123/66365
Uncontrolled Keywords: cloud computing; information security; artificial immune system; intrusion detection; dendritic cell; denial of service
Subjects: T Technology > T Technology (General) > T173.2 Technological change
Kulliyyahs/Centres/Divisions/Institutes: Kulliyyah of Information and Communication Technology
Kulliyyah of Information and Communication Technology

Kulliyyah of Information and Communication Technology > Department of Information System
Kulliyyah of Information and Communication Technology > Department of Information System
Depositing User: Prof Dato Norbik Bashah Idris
Date Deposited: 19 Sep 2018 16:39
Last Modified: 19 Sep 2018 16:40
URI: http://irep.iium.edu.my/id/eprint/66365

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