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KLASIFIKASI MALWARE ADWARE PADA ANDROID MENGGUNAKAN METODE SUPPORT VEKTOR MACHINE (SVM) DAN LINEAR DISCRIMINANT ANALYSIS (LDA)

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Penilaian

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The internet is a liaison between one electronic media and other electronic media quickly and accurately in acommunication network. Where the communication network sends information that is transmitted by signaling at an adjusted frequency[3]. Adware is software that is used to display advertisements for monetary gain[6]. The dataset comes from the Canadian Institute for Cybersecurity (CIC) with the name android adware 2017. In addition, there is a Linear Discriminant Analysis (LDA) method that functions as a data dimension reduction in this study. The results of the adware malware classification using the Support Vector Machine (SVM) and Linear Discriminant Analysis (LDA) methods are to use the RBF parameter with a value of the largest is cost = 32-250 and gamma = 1 with accuracy = 93.41%, recall = 79.5%, precision = 88.18%, FPR = 0.24%.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
2207000941	T68998	T689982022	Central Library (Referens)	Available but not for loan - Not for Loan

Detail Information

Series Title

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Call Number

T689982022

Publisher

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

Collation

xiii, 49 hlm.; ilus.; 29 cm

Language

Indonesia

ISBN/ISSN

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Classification

005.840 7

Content Type

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Media Type

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Carrier Type

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Edition

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Subject(s)

Jurusan Sistem Komputer
Malware

Specific Detail Info

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Statement of Responsibility

SEPTA

Other version/related

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