DETEKSI EXPLOIT REVERSE HTTPS DENGAN METODE DECISION TREE

AL KAUTSAR, AZZAN DAFFA and Stiawan, Deris and Afifah, Nurul (2024) DETEKSI EXPLOIT REVERSE HTTPS DENGAN METODE DECISION TREE. Undergraduate thesis, Sriwijaya University.

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Abstract

Exploit Reverse HTTPS merupakan sebuah konsep teknik serangan malware yang dilakukan oleh penyerang untuk mengekspos kelemahan dalam lapisan HTTPS pada sistem atau aplikasi untuk mencuri atau mengambil informasi penting dari target. Penelitian ini menggunakan dataset dari COMNETS Research Lab Universitas Sriwijaya yang berupa data mentah dalam bentuk .pcap yang dihasilkan dari skenario eksperimen realistis untuk mendeteksi kelemahan pada lapisan HTTPS secara Dynamic Analysis dan metode Decision Tree. Hasil dari penelitian ini membuktikan bahwa metode Decision Tree mampu mendeteksi serangan Reverse HTTPS dengan mencapai performa terbaik dengan tingkat accuracy sebesar 97,36%.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Android, Malware, Reverse HTTPS, Dynamic Analysis, Decision Tree
Subjects: T Technology > T Technology (General) > T1-995 Technology (General)
Divisions: 09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User: Azzan Daffa Al Kautsar
Date Deposited: 20 Jan 2025 03:14
Last Modified: 20 Jan 2025 03:14
URI: http://repository.unsri.ac.id/id/eprint/163776

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