Formulating Generalize Malware Attack Pattern Using Features Selection

Robiah, Yusof and Mohd Zaki, Mas'ud and Siti Rahayu, Selamat and Mohd Faizal, Abdollah and Shahrin, Sahib and Rudy Fadhlee, Mohd Dollah (2016) Formulating Generalize Malware Attack Pattern Using Features Selection. ARPN Journal Of Engineering And Applied Sciences, 11 (5). pp. 3385-3390. ISSN 1819-6608

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Abstract

Malicious software or malware activity is increasingly threatened the network security as the malicious codes can be easily obtained and can be used as a weapon to gain illegal objectives. Hence, network traffic gathered from a control experiment are explored and features selection method is used to identify the features involved in formulating the malware attack pattern. This paper proposes generalize malware attack pattern in two perspectives which is attacker and victim using traditional worm. This research shall facilitate the authorities in detecting the malware intrusion activities in cyber space while protecting the Critical National Information Infrastructure (CNII) in the country. These generalized malware attack pattern can be extended into research areas in alert correlation and computer forensic investigation.

Item Type:	Article
Uncontrolled Keywords:	malware, attack pattern, features selection, network traffic.
Subjects:	T Technology > T Technology (General)
Divisions:	Faculty of Information and Communication Technology > Department of System and Computer Communication
Depositing User:	Mohd Hannif Jamaludin
Date Deposited:	16 Aug 2016 02:58
Last Modified:	07 Sep 2021 09:42
URI:	http://eprints.utem.edu.my/id/eprint/16990
Statistic Details:	View Download Statistic

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