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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 : International Journal of Electrical and Computer Engineering

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Collaborative intrusion detection networks with multi-hop clustering for internet of things Ida Wahidah; Yudha Purwanto; Aditya Kurniawan
International Journal of Electrical and Computer Engineering (IJECE) Vol 11, No 4: August 2021
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijece.v11i4.pp3255-3266

Abstract

Internet of things (IoT) is an emerging topic in so many aspects nowadays. The integration between devices and human itself is currently in large scale development. With the continuous applications of the IoT, the hidden problems such as security threats become one of the key considerations. Furthermore, limited power and computational capability of the devices in the system make it more challenging.Therefore, the needs of reliable and effective security system throughout the networks are highly needed. This research proposed a collaborative system based on JADE that consists of 3 types of agent, which are IoT server, controller, and node. Every agents will collaborate each other in terms of exchanging the intrusion detection results. The collaboration between the agents will provide more efficient and good performance. Four classification algorithms were used to model IDS functions. Then, the performance evaluation was done on the system with several parameters such as cost loss expectation, energy consumption, and metric of IDS efficiency. The result shows that the number of reports sent by IoT controller were decreased up to 80% while preserving the security aspect.
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