SISTEM PENCEGAHAN SERANGAN MALWARE REMOTE ACCESS TROJAN (RATs) DENGAN METODE SUPPORT VECTOR MACHINE DI SMALL BOARD COMPUTER

ANDANY, DERI and Stiawan, Deris and Heryanto, Ahmad (2020) SISTEM PENCEGAHAN SERANGAN MALWARE REMOTE ACCESS TROJAN (RATs) DENGAN METODE SUPPORT VECTOR MACHINE DI SMALL BOARD COMPUTER. Undergraduate thesis, Sriwijaya University.

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Abstract

Remote Access Trojans (RATs) are a serious problem that needs to be resolved. RATs run silently in the background making them difficult to detect by users. Intrusion Detection and Prevention System (IDPS) is usually applied to solved this. Many NIDPS devices have been distributed from various vendors, but these devices are difficult to reach Small Office and Home Office (SOHO) because they have quite expensive selling price. To solve this problem, researchers designed IDPS on a Small Board Computer to improve resource efficiency. To improve the performance of the system to be built, the researcher added the Support Vector Machine algorithm for training data taken from the IDPS log. The results obtained from this training process will be used to update rules on the IDPS engine. Testing in this study was carried out in real time analyzing network traffic. Traffic indicated that RATs attacks will be immediately dropped and the IDPS system will issue an alert written in the drop log. From this research, the SVM method has good results in detecting RATs attacks.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Intrusion Prevention System, Intrusion Detection System, Small Board Computer, Support Vector Machine
Subjects: T Technology > T Technology (General) > T10.5-11.9 Communication of technical information
Divisions: 09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User: Mr Deri Andany
Date Deposited: 13 Jan 2021 06:32
Last Modified: 13 Jan 2021 06:32
URI: http://repository.unsri.ac.id/id/eprint/39958

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