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