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Journal : Bulletin of Electrical Engineering and Informatics

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 Abdul Kadir Abraham, Firda Zulivia Afrialdi Syahputra Ahmad Ashari Andre Firmansyah Anik Budiati Arif Budi Setiawan Azty Acbarrifha Nour Baptista Sousa Pinto, Carlos Alberta Bimo Sunarfri Hantono Carlos Alberta Baptista Sousa Pinto Carlos Sousa Pinto Dadang Iskandar Dadang Iskandar, Dadang Dania Eridani Dania Eridani Daniel Kasse Desi Windi Sari Dhyan Kurnia Prasetyanti Diana Aristiawan Setyo Wibowo Dinan Yulianto Dinan Yulianto Dirko G. S. Ruindungan Eko Nugroho Eko Nugroho El Vionna Laellyn Nurul Fatich Faiqunisa Faiqunisa Fathahillah Fathahillah Fitria, Elfa Fransisca Julia Kusuma Deviyanti Giovanni Yoko Kristianto Hanung Adi Nugroho Hera Susanti Ika Aprilia H.N Indriana Hidayah Irma Yuliana Jayadianti, Herlina Juni Nurma Sari Juwairiah Juwairiah Kharis Kharis Lukito Edi Nugroho M. Nur Budiyanto M. Nur Budiyanto Mahendra, Yhony Agus Setya Maksum Ro’is Adin Saf Monica Agustami Kristy Mudar Safi Muhamad Risqi Utama Saputra Noor Akhmad Setiawan Nugroho, Wirawan Arief Prajna Deshanta Ibnugraha Puguh Prasetya Utomo Rianto Rianto Ridi Ferdiana Rina Yulius Riyanto Riyanto Roman Andrianto Pangondian Rudy Hartanto Saf, Maksum Ro’is Adin Safi, Mudar Sanny Hikmawati Silmi Fauziati Sri Suning Kusumawardani Sujoko Sumaryono Sulistyohati, Aprilia Teguh Baharto Aji Vieka Aprilya Intanny Vieka Aprilya Intanny, Vieka Aprilya Wahyu Widayat Wahyu Widayat Wahyu Widayat Wahyu Widayat Widayat, Wahyu Widyadarma, Arif Widyawan Widyawan Wing Wahyu W Wing Wahyu Winarno Wing Wahyu Winarno Yas Ahmad Adha Yhony Agus Setya Mahendra