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Image of IMPLEMENTATION OF MUTUAL INFORMATION CLASSIFIER ON PORTSCAN ATTACKS WITH SUPPORT VECTOR MACHINE (SVM) METHOD

Skripsi

IMPLEMENTATION OF MUTUAL INFORMATION CLASSIFIER ON PORTSCAN ATTACKS WITH SUPPORT VECTOR MACHINE (SVM) METHOD

Akhdan, Ahmad Rifqi - Personal Name;

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Penilaian anda saat ini :  

PortScan is an open port attack on machines connected to the network with an attack that can check for open ports. The dataset used in this research is the 2018 CIC-IDS from the Canadian Institute of Cybersecurity. This study discusses visualization of PortScan attacks on Mutual Information Classifier feature selection using the Support Vector Machine method. Then the researchers made a comparison between the Support Vector Machine and Kernel methods. From the results carried out by researchers, that the Kernel Radial Basis Function is very good with an average value of 99.53%


Availability
Inventory Code Barcode Call Number Location Status
T99847T1218422023Central Library (Referens)Available
Detail Information
Series Title
-
Call Number
T1218422023
Publisher
Indralaya : Jurusan Sistem Komputer, Fakultas Ilmu Komputer Universitas Sriwijaya., 2023
Collation
xiv, 103 hlm.; Ilus.; 29 cm
Language
Indonesia
ISBN/ISSN
-
Classification
004.650 7
Content Type
-
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Jaringan
Jurusan Sistem Komputer
Specific Detail Info
-
Statement of Responsibility
FIRA
Other version/related

No other version available

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  • IMPLEMENTATION OF MUTUAL INFORMATION CLASSIFIER ON PORTSCAN ATTACKS WITH SUPPORT VECTOR MACHINE (SVM) METHOD
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