Skripsi

ANALISIS POLA HASIL PENETRATION TESTING DENIAL OF SERVICE, MAN-IN-THE-MIDDLE, BRUTE FORCE, DAN SQL INJECTION PADA SISTEM DISASTER RECOVERY CENTER (DRC) MENGGUNAKAN METODE K-MEANS CLUSTERING

---

Penilaian

---

The Disaster Recovery Center (DRC) system ensures the availability of information services during incidents, but it remains vulnerable to cyber attacks such as DoS, MiTM, Brute Force, and SQL Injection. This study analyzes the patterns of penetration testing results on the DRC system using the K-Means Clustering method. Attack data is sourced from internal network simulations, involving preprocessing, balancing using ADASYN, and feature selection via PCA. Clustering results are visualized in two dimensions and evaluated using a confusion matrix. DoS and Brute Force attacks demonstrate high accuracy, while MiTM and SQLi exhibit poor performance due to data imbalance and unclear attack patterns. Additionally, the impact of attacks on CPU usage, memory, and disk I/O was quantitatively analyzed. This study contributes to visual attack detection, clustering evaluation, and the analysis of their impact on the DRC system

---

Availability

Inventory Code	Barcode	Call Number	Location	Status
2507005583	T183607	T1836072025	Central Library (Reference)	Available but not for loan - Not for Loan

Detail Information

Series Title

-

Call Number

T1836072025

Publisher

Indralaya : Prodi Sistem Komputer, Fakultas Ilmu Komputer Universitas Sriwijaya., 2025

Collation

xv, 153 hlm.; ilus,; tab, 29 cm

Language

Indonesia

ISBN/ISSN

-

Classification

005.707

Content Type

Text

Media Type

unmediated

Carrier Type

other (computer)

Edition

-

Subject(s)

Prodi Sistem Komputer
Data dalam sistem-sistem komputer

Specific Detail Info

-

Statement of Responsibility

SEPTA

Other version/related

File Attachment

Comments

---

You must be logged in to post a comment