Analysis of Malware Impact on Network Traffic using Behavior-based Detection Technique

International Journal of Advances in Data and Information Systems

View Publication Info
 
 
Field Value
 
Title Analysis of Malware Impact on Network Traffic using Behavior-based Detection Technique
 
Creator Muhtadi, Adib Fakhri
Almaarif, Ahmad
 
Subject malware
dynamic analysis
behavior-based analysis
network traffic
API Call network
 
Description Malware is a software or computer program that is used to carry out malicious activity. Malware is made with the aim of harming user’s device because it can change user’s data, use up bandwidth and other resources without user's permission. Some research has been done before to identify the type of malware and its effects. But previous research only focused on grouping the types of malware that attack via network traffic. This research analyzes the impact of malware on network traffic using behavior-based detection techniques. This technique analyzes malware by running malware samples into an environment and monitoring the activities caused by malware samples. To obtain accurate results, the analysis is carried out by retrieving API call network information and network traffic activities. From the analysis of the malware API call network, information is generated about the order of the API call network used by malware. Using the network traffic, obtained malware activities by analyzing the behavior of network traffic malware, payload, and throughput of infected traffic. Furthermore, the results of the API call network sequence used by malware and the results of network traffic analysis, are analyzed so that the impact of malware on network traffic can be determined.
 
Publisher Indonesian Scientific Journal
 
Date 2020-04-01
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier http://ijadis.org/index.php/IJADIS/article/view/analysis-of-malware-impact-on-network-traffic-using-behavior-bas
10.25008/ijadis.v1i1.14
 
Source International Journal of Advances in Data and Information Systems; Vol. 1 No. 1 (2020): April 2020 - International Journal of Advances in Data and Information Systems; 17-25
2721-3056
 
Language eng
 
Relation http://ijadis.org/index.php/IJADIS/article/view/analysis-of-malware-impact-on-network-traffic-using-behavior-bas/analysis-of-malware-impact-on-network-traffic-using-behavior-bas
 
Rights Copyright (c) 2020 Adib Fakhri Muhtadi, Ahmad Almaarif
https://creativecommons.org/licenses/by-sa/4.0
 

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