Text

SISTEM DETEKSI SERANGAN MAN IN THE MIDDLE (MITM) PADA PROTOKOL JARINGAN IEC 60870-5-104 SUPERVISORY CONTROL AND DATA ACQUISITION (SCADA) MENGGUNAKAN METODE NAIVE BAYES

---

Penilaian

---

SCADA is an industrial control system with an access control network that monitors and manages industrial processes remotely. The increasing development of the internet, especially in the industrial world, has also increased the threat of cyber attacks that threaten and endanger the functioning of the SCADA system. The other is the IEC 60870-5-104 (IEC-104) protocol which uses port 2404 (TCP) Transmission Control Protocol, which has a vulnerability that does not include an adequate authorization mechanism, allowing it to be exploited by unauthorized cybercriminals or so-called attacks. MITM. This research will detect MITM attacks, study attack patterns, distinguish normal packets and attack packets, and then calculate the detection system's Accuracy using the Naive Bayes algorithm. The results that get the best performance using the nave Bayes algorithm that applies oversampling smote is to split training data 80%. Data are testing 20%, namely getting a TPR of 94.97%, FPR of 17.03%, TNR of 82.96%, FNR of 05.02%, and Accuracy of 88.97%

---

Availability

Inventory Code	Barcode	Call Number	Location	Status
2207005340	T84879	T848792022	Central Library (Referens)	Available but not for loan - Not for Loan

Detail Information

Series Title

-

Call Number

T848792022

Publisher

Inderalaya : Jurusan Sistem Komputer, Fakultas Ilmu Komputer Universitas Sriwijaya., 2022

Collation

xv, 52 hlm.; ilus.; 29 cm

Language

Indonesia

ISBN/ISSN

-

Classification

004.650 7

Content Type

-

Media Type

-

Carrier Type

-

Edition

-

Subject(s)

Jurusan Sistem Komputer
Jaringan Komunikasi Komputer

Specific Detail Info

-

Statement of Responsibility

SEPTA

Other version/related

File Attachment

Comments

---

You must be logged in to post a comment