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All Journal Jurnal Sains dan Teknologi Jurnas Nasional Teknologi dan Sistem Informasi ANDHARUPA CogITo Smart Journal Indonesian Journal of Artificial Intelligence and Data Mining JITK (Jurnal Ilmu Pengetahuan dan Komputer) JMM (Jurnal Masyarakat Mandiri) SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan ILKOM Jurnal Ilmiah DoubleClick : Journal of Computer and Information Technology Matrik : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Jurnal Pengabdian Kepada Masyarakat MEMBANGUN NEGERI Seminar Nasional Teknologi Informasi Komunikasi dan Administrasi [SEMINASTIKA] Scientific Journal of Informatics Indonesian Journal of Data and Science Society : Jurnal Pengabdian dan Pemberdayaan Masyarakat TIERS Information Technology Journal Jurnal Ilmiah IT CIDA : Diseminasi Teknologi Informasi Jurnal Ilmiah Teknik Mesin, Elektro dan Komputer (JURITEK) Jurnal Pengabdian Mitra Masyarakat (JPMM)
Pungkas Subarkah
Universitas Amikom Purwokerto
Agriculture, Biological Sciences & Forestry Arts Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Medicine & Pharmacology Nursing Public Health Social Sciences Other

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Journal : Scientific Journal of Informatics

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Identifikasi Website Phishing Menggunakan Algoritma Classification And Regression Trees (CART) Pungkas Subarkah; Ali Nur Ikhsan
Jurnal Ilmiah Informatika Vol. 6 No. 2 (2021): Jurnal Ilmiah Informatika
Publisher : Department of Science and Technology Ibrahimy University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35316/jimi.v6i2.1342

Abstract

With the increase in internet users and the development of technology, the threats to its security are increasingly diverse. One of them is phishing which is the most important issue in cyberspace. Phishing is a threatening and trapping activity someone by luring the target to indirectly provide information to the trapper. The number of phishing crimes, this has the potential to cause several losses, one of which is namely about the loss of privacy of a person or company. This study aims to identify phishing websites. The Classification And Regression Trees (CART) algorithm is one of the classification algorithms, and the dataset in this research taken from the UCI Repository Learning obtained from the University of Huddersfield. The method used in this research is problem identification, data collection, pre-processing stage, use of the CART algorithm, validation and evaluation and withdrawal conclusion. Based on the test results obtained the value of accuracy of 95.28%. Thus the value of the accuracy obtained using the CART algorithm of 95.28% categorized very good classification.
Co-Authors A. Kholil Hidayat Adam Prayogo Kuncoro Akhmad Mustolih Ali Nur Ikhsan Alya Khansa Dzakkiyah Arbangi Puput Sabaniyah Azizan Nurhakim Bagus Adhi Kusuma Cindy Magnolia Dava Patria Utama Dhanar Saputra Dias Ayu Budi Utami Didit Suhartono Eko Budi Prasetya Enggar Pri Pambudi Erika Luthfi Afifah Fandy Setyo Utomo Faridatun Nida Fiby Nur Afiana Harun Alrasyid Hendra Marcos Herta Tri Wahyu Hidayah, Debby Ummul Irma Darmayanti Isnaini, Khairunnisak Nur Jali Suhaman Laily Farkhah Adhimah Latifah Adi Triana Luki Rafi Anuggilarso Luky Rafi Anunggilarso M. Syaiful Amin Maharani Kusuma Dewi Melida Ratna Utami Mohd Sanusi Azmi Muhammad Marshal Abdallah Muhammad Ma’ruf Nanda Nurisya Merliani Nandang Hermanto Neta Tri Widiawati Nevita Cahaya Ramadani Nikmah Trinarsih Nur Isnaeni Khoerida Nurul Hidayati Prastyadi Wibawa Rahayu Primandani Arsi Puteri Johar Aunillah Ragil Wilujeng Rayinda Maya Anjani Reza Aditya Permana Reza Arief Firmanda Riyanto Riyanto Rizki Sadewo Rofiqul Umma Sarmini - Sarmini Sekhudin Sekhudin Septi Oktaviani Nur Hidayah Septi Oktaviani Nur Hidayah Siti Alvi Solikhatin Siti Muflikhatun Trian Damai Wanda Fitrianingsih Wenti Risma Damayanti Yuli Purwati