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All Journal Bulletin of Electrical Engineering and Informatics Bulletin of Electrical Engineering and Informatics Indonesian Journal on Computing (Indo-JC) Bulletin of Electrical Engineering and Informatics JOIV : International Journal on Informatics Visualization Syntax Literate: Jurnal Ilmiah Indonesia TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika Charity : Jurnal Pengabdian Masyarakat eProceedings of Applied Science Community Service Seminar and Community Engagement (COSECANT) JITER-PM (Jurnal Inovasi Terapan - Pengabdian Masyarakat) Jurnal INFOTEL Intechno Journal : Information Technology Journal Journal of Applied Engineering and Social Science
Prajna Deshanta Ibnugraha
Telkom University
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 Law, Crime, Criminology & Criminal Justice Social Sciences Other

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Journal : Bulletin of Electrical Engineering and Informatics

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An Approach for Risk Estimation in Information Security Using Text Mining and Jaccard Method Prajna Deshanta Ibnugraha; Lukito Edi Nugroho; Paulus Insap Santosa
Bulletin of Electrical Engineering and Informatics Vol 7, No 3: September 2018
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (835.108 KB) | DOI: 10.11591/eei.v7i3.847

Abstract

Involvement of digital information in almost of enterprise sectors makes information having value that must be protected from information leakage. In order to obtain proper method for protecting sensitive information, enterprise must perform risk analysis of threat. However, enterprises often get limitation in measuring risk related information security threat. Therefore, this paper has goal to give approach for estimating risk by using information value. Techniques for measuring information value in this paper are text mining and Jaccard method. Text mining is used to recognize information pattern based on three classes namely high business impact, medium business impact and low business impact. Furthermore, information is given weight by Jaccard method. The weight represents risk levelof information leakage in enterprise quantitatively. Result of comparative analysis with existing method show that proposed method results more detailed output in estimating risk of information security threat.
Co-Authors Ade Irma Susanty Adrian, Muhammad Kholilul Anita Silvianita Arry Widodo Ashshiddiqqi, Muhammad Arhizal Aziz, Malik Abdul Badarudin Ramadan, La Ode Candra Wijayangka Devie Ryana Suchendra ema, ema Gita Indah Hapsari Hamdani, Budhi Iqbal Syaifullah Azhary Khamla NonAlinsavath Kurniawan, Aris Pujud Lukito Edi Nugroho Malik Abdul Aziz Mia Rosmiati Moch Fahru Rizal Moch. Fahru Moch. Fahru Rizal Moch. Fahru Rizal, Moch. Fahru Muhammad Ikhsan Sani Muhammad Rizqy Alfarisi Mukti, Sandy Krisna Nadhiem, Mitsal Fabian Nagari, Fabian Sekar Nasution, Wahyu Esya Nina Hendrarini NonAlinsavath, Khamla NonAlinsavath Nuha, Hilal H Paulus Insap Santosa Periyadi, Periyadi R. Nurafni Rubiyanti Ramadhan, Gilang Ahmad Raqiswandri, Aldhi Rini Handayani Rizal, Moch Fahru Rosmiati, Mia Sandy Krisna Mukti Saputra, Diva Sofy Noviananda Saragih, Romat SATRIA, ANAS Setia Juli Irzal Ismail Setia Juli Irzal Ismail Simanjuntak , Argun G. Sugondo Hadiyoso Tora Fahrudin Wicaksono, Ryan Yusuf, Mirza Ali Zaki , Akmal Rizki Zhalifunnas, Muhammad Naufal