VISUALISASI SERANGAN MAN IN THE MIDDLE (MITM) PADA PROTOKOL JARINGAN SCADA(IEC 60870-5-104) MENGGUNAKAN METODE K-MEANS

AL-KAMAL, RONNIE RADHITYA RAFI and Stiawan, Deris (2022) VISUALISASI SERANGAN MAN IN THE MIDDLE (MITM) PADA PROTOKOL JARINGAN SCADA(IEC 60870-5-104) MENGGUNAKAN METODE K-MEANS. Undergraduate thesis, Sriwijaya University.

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Abstract

Supervisory Control and Data Acquisition (SCADA) is a system based on software and hardware elements critical to everyday life and the citizens' economy, including oil networks, water treatment plants, and chemical plants. However, SCADA networks often get cyberattacks, for example, "Man in the Middle" (MITM), in which the attacker secretly takes data, transfers it, and even changes correspondence between the two parties where the victim does not realize that the victim is not communicating directly with the destination. In this research, an experiment will be carried out to visualize the Man in the Middle (MITM) attack using the K-Means method. The optimal cluster results were obtained with 2 clusters using the elbow technique. From the visualization results, cluster 1 and cluster 2 have the same pattern and an uneven distribution because a lot of the data has uniformity, so it only forms a particular pattern and does not spread. Then the normal data is more dominant than the attack data.

Item Type:	Thesis (Undergraduate)
Uncontrolled Keywords:	Supervisory Control and Data Acquisition (SCADA), Man In The Middle (MITM), K-Means
Subjects:	Q Science > QA Mathematics > QA75-76.95 Calculating machines > QA76.9.A25 Computer security. Systems and Data Security.
Divisions:	09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User:	Ronnie Radhitya Rafi Al- Kamal
Date Deposited:	04 Jan 2023 07:12
Last Modified:	04 Jan 2023 07:12
URI:	http://repository.unsri.ac.id/id/eprint/85048

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