SISTEM PENCEGAHAN SERANGAN REMOTE TO LOCAL (R2L) DENGAN METODE DECISION TREE

NASBI, ARIA and Stiawan, Deris and Heryanto, Ahmad (2020) SISTEM PENCEGAHAN SERANGAN REMOTE TO LOCAL (R2L) DENGAN METODE DECISION TREE. Undergraduate thesis, Sriwijaya University.

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Abstract

Intrusion detection system (IDS) which is a system for detecting traffic in a network, but the weakness of this IDS can only detect and provide alerts without responding if there is an attack packet. The system that detects and responds to network traffic is called an intrusion prevention system (IPS), which is a system that is capable of giving actions to deny or allow a packet passing through the network traffic. Remote to Local (R2L) is an intrusion that aims to access the system that is the attacker's target without having access rights to the system that will become the victim. Decision tree is a method that provides a higher level of accuracy than other algorithms in detecting DoS and Probe attacks, the detection results are evaluated using confusion matrix to get accuracy results. Therefore, the decision tree method is used in this study, and produces an accuracy of 94%.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	intrusion detection system (IDS), Intrusion Prevention system (IPS), Decision Tree, Remote to Local (R2L)
Subjects:	Q Science > Q Science (General) > Q334-342 Computer science. Artificial intelligence. Algorithms. Robotics. Automation.
Divisions:	09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User:	Users 9024 not found.
Date Deposited:	25 Nov 2020 03:59
Last Modified:	25 Nov 2020 03:59
URI:	http://repository.unsri.ac.id/id/eprint/37951

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