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All Journal International Journal of Electrical and Computer Engineering Seminar Nasional Aplikasi Teknologi Informasi (SNATI) JSM (Jurnal SIFO Mikroskil) Journal of Engineering and Technological Sciences Seminar Nasional Informatika (SEMNASIF) JETT (Jurnal Elektro dan Telekomunikasi Terapan) Madani : Indonesian Journal of Civil Society Devotion: Journal of Research and Community Service eProceedings of Engineering Community Service Seminar and Community Engagement (COSECANT) Journal of Computer Engineering: Progress, Application and Technology
Yudha Purwanto
Telkom University
Humanities Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Other

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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 A. A. Ngurah Wisnu Gautama Abi Hakim Amanullah Aditya Kurniawan Afandi, Mas Aly Agus Setiawan Popalia Amalia Rizqi Utami Andi Andrea Lesmana Andi Wijaya Andri Juli Setiawan Angga Slamet Wahyudi Angger Kartyasa Pribadi Putra Anggun Fitrian Isnawati Aqmarina Qisthy Adhani Arfianto Fahmi Arya Raditya Prawira Putra, Dendi Ashri Dinimaharawati Bahy, Raihan Febian Budhi Irawan Budi Rahardjo Casi Setianingsih Dadan Nur Ramadan Delvia Santi Dendi Arya Raditya Prawira Putra Doan Perdana Ezi Rohmat Fachri Nugraha Adhiatma Fahmy Rezqi Pramudhito Fahrani, Fina Fairuz Azmi Faris , Muhammad Faris Ruriawan, Muhammad Febian Bahy, Raihan Fiky Y. Suratman Fina Fahrani Gusniarti, Refsi Hafidudin . Hanif Nurohman Harival Zayuka Harry Rakhmat Hendrawan Hendrawan Henri Topan I Wayan Oka Krismawan Putra I. N Apraz Ramatryana Ida Wahidah Hamzah Indrarini Dyah Indrarini Dyah Irawati Ivosierra Andrea Larasaty Jatmiko Reno Ramadhani KUSPRIYANTO Laksono, Paundra Dwi Leonita Angelina M. Aldo Shauma Made Indra Wira Pramana Marisa Paryasto Metris S. Widura Moh. Irfan Ali Yafi Muhammad Agung Tri Laksono Muhammad Faris Ruriawan Mujp Muhammad Irsyad Novianty, Astri Nurfitri Anbarsanti Paryasto, Marisa Permana, Nana Popalia, Agus Setiawan Pratama Saputra, Rakha Rizqllah Putri Rahmasari Yunelfi Rahmat Ramadhan Reni Dyah Wahyuningrum Riski Pristi Ananto Rumani Mangkudjaja Ryan Danny Kresnawan Setiawan, Asep S Siti Rachmi Wulandari Sony Sumaryo Sugondo Hadiyoso Surya Michrandi Nasution Tia Dianti Hajizah Timothy Harlian Tito Waluyo Purboyo Yunelfi, Putri Rahmasari