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All Journal International Journal of Electrical and Computer Engineering Jurnal Teknoin Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Jurnal Ilmu Komputer dan Informasi Mechatronics, Electrical Power, and Vehicular Technology Swara Bhumi TELKOMNIKA (Telecommunication Computing Electronics and Control) Pendidikan Geografi Journal of Engineering and Technological Sciences Journal of ICT Research and Applications International Journal of Advances in Intelligent Informatics TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika Metafora: Education, Social Sciences and Humanities Journal Indonesian Journal of Electrical Engineering and Computer Science Jurnal Nasional Teknik Elektro dan Teknologi Informasi Jurnal Rekayasa elektrika
KUSPRIYANTO
Institut Teknologi Bandung
Humanities Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Education Electrical & Electronics Engineering Energy Engineering Mechanical Engineering Social Sciences

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Journal : Journal of Engineering and Technological Sciences

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Acquaintance Management Algorithm Based on the Multi-Class Risk-Cost Analysis for Collaborative Intrusion Detection Network Yudha Purwanto; Kuspriyanto Kuspriyanto; Hendrawan Hendrawan; Budi Rahardjo
Journal of Engineering and Technological Sciences Vol. 53 No. 6 (2021)
Publisher : Institute for Research and Community Services, Institut Teknologi Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5614/j.eng.technol.sci.2021.53.6.10

Abstract

The collaborative intrusion detection network (CIDN) framework provides collaboration capability among intrusion detection systems (IDS). Collaboration selection is done by an acquaintance management algorithm. A recent study developed an effective acquaintance management algorithm by the use of binary risk analysis and greedy-selection-sort based methods. However, most algorithms do not pay attention to the possibility of wrong responses in multi-botnet attacks. The greedy-based acquaintance management algorithm also leads to a poor acquaintance selection processing time when there is a high number of IDS candidates. The growing number of advanced distributed denial of service (DDoS) attacks make acquaintance management potentially end up with an unreliable CIDN acquaintance list, resulting in low decision accuracy. This paper proposes an acquaintance management algorithm based on multi-class risk-cost analysis and merge-sort selection methods. The algorithm implements merge risk-ordered selection to reduce computation complexity. The simulation result showed the reliability of CIDN in reducing the acquaintance selection processing time decreased and increasing the decision accuracy.
Co-Authors Adin Mochammad Ramadlan AFITA YOLANDA ARI PUTRI, ELENA Albarda Albarda Alditama Rachman Anton Prafanto AQIL, ABDUL Arif B. Putra N Arif Sasongko Arry Akhmad Arman Arry Akhmad Arman Ayu Purwarianti Azis, Virna Apriani Budi Rahardjo Budi Rahardjo DHEWI, RESMITA Didin Saefudin Didin Saefudin Dini Anggraini, Dini Dwi H Widyantoro Dwi Hendratmo Widyantoro Dwi Hendratmo Widyantoro Dwi Hendratmo Widyantoro Edi Rakhman EKA CANDRA, BRIAN Emir Mauludi Husni Emir Mauludi Husni Fajar Yuliawan Fazmah Arif Yulianto Ganda Putra Hary Tjahjono Hendrawan Hendrawan Herry Sujaini Herry Sujaini Herry Sujani Husni S Sastramihardja Ian Prasetya, Nova Ian Yosep M.E Ilham Khrisna Nugraha Intan Muchtadi Alamsyah Irfan Darmawan ISLAMIYAH RAKHMAH, DINA Jaka Sembiring Kurnia Muludi MAHROINI, ZAHIDAH Maman Abdurohman Marisa W. Paryasto Mikhael Bagus Renardi Noor Cholis Basjaruddin Noor Cholis Basjaruddin Noor Cholis Basjaruddin NOVITA SARI, AINUN OLIVIA TYAS ANGGITA, NANCY Putra, Ganda Rani Megasari Richar Fredian ROFIULLOH, GAYUH Rustam Effendi Sarwono Sutikno SETIA NOVIKA PUTRI, DHARWINDA Shofyan Kusuma SILMI DHANURENDRI, CINTYA Siti Maimunah Suharsono, Teguh Nurhadi Suhendar Suhendar Suhendar Suhendar, Suhendar Suhono Harso Supangkat Supriyadi Supriyadi Virna Apriani Azis WIJI LESTARI, JAYANTI Yoga Priyana Yoga Priyana Yoga Priyana Yudha Purwanto