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Journal : Media Journal of General Computer Science (MJGCS)

Detecting DoS and SPOOFING Attacks with DNN-based IDS using CICIoT 2024 DataSheet Budi Setiawan; Pratama, Raka Jumersyah; Putra, Hengkky Restu; Sukoco, FA Bambang
Media Journal of General Computer Science Vol. 2 No. 1 (2025): MJGCS
Publisher : MASE - Media Applied and Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62205/mjgcs.v2i1.90

Abstract

With the rapid expansion of IoT (Internet of Things) devices, ensuring network security has become a critical challenge. Distributed Denial of Service (DoS) and spoofing attacks are among the most common and damaging threats in IoT ecosystems. Traditional Intrusion Detection Systems (IDS) often face difficulties in detecting these attacks due to the high volume and complexity of IoT network traffic. This study introduces a novel Deep Neural Network (DNN)-based IDS designed to effectively detect DoS and spoofing attacks using the CICIoT 2024 dataset. The CICIoT 2024 dataset provides a comprehensive benchmark with realistic IoT network traffic patterns, including benign and malicious activities. The results highlight the potential of DDN-based IDS to enhance IoT network security, paving the way for more resilient and intelligent defense mechanisms against evolving cyber threats. The detection results are promising, significantly improving attack detection performance, reaching up to 100%.
Co-Authors Abdul Wahib Muhaimin Abdul Wahid Adi Kuswanto Afifah Dwi Asti Afridah, Wiwik Afrissa Viola Motti Agi Santri Ahmad Purnomo Ahmad Yusuf Aja Avriana Said Alby Khairudin Alvin Alexis Amelia Rahmadhani Fitri ANDI PRASETYO Andi Sahri Alam Anggun Trisnani Annabel Carlene Claresta Annisa Bhikuning Aprita Destiani Arif Imam Suroso Asri Aulia Al Hamdi Aswar, Ravita Nila Audrey, Kent Aulia Febriani Aulia Mukadis Avira Agamila Bagyo Yanuwiyadi Bambang Jatmiko Baskoro Harwindito BAYU SETIAWAN Benaya Dustin Benjiro Lepar Benny Osta Nababan Brandon Fandra Caroline Winona Chelsie Asuta Cherly Jesslyn Waisa Cheryl Jesslyn Waisa Cindy Deviasari Dadan Rohdiana Dahlan, Zulkarnaini Daniel Axel Gerrits Daniel Jehovah Darni Subari Darren Owen Davelino, Alvey Davin Fernando Dewi Lestari Djoko Koestiono Dodik Briawan Dwi Oktavia Dwi Retno Andriani Dwimaulani, Astrid Elsa Tri Mukti Elva Herlim Elvina Dewi Nur Muslimah Eri Hidayat Erwina kartika Dewi Eva Handayani Fahma Putri Mahanani FANDI AHMAD Farah Hersa Novani Putri Fardiemansyah Fatimah Filia Permata Sari Fitra Adi Kusuma Fitria Dina Riana Handoyono Adianto Hanny Putri Fathiya Hardinsyah Harni Sepriyani Hendra Pribadi Hendro Soejadi Heri Azwansyah Heryudarini Harahap Imam Effendi Jamal F. Jati Jefa D. I. Wijaya Jessica Natania Vinata Johann W.H. Prawiro Junifer Dame Panjaitan Kevin Laksmi Fitria Lalu Solihat Mubarrokah Legia Prananto Lia Fitriani Lina Lustina Manahan F.H Purba Manjou Odira Marchellino Fergie Sanjaya Maria Dwi Santosa Mega Elfia Melia Puspitasari Meriam Esterina Mevy Trisna Mia Arifka Mochamad Thariq Yafi Soejadi Mohamad Subchan Muchammad Zaky Arrafi Muhajri Agusfina Muhammad Ainun Naim Muhammad Hafnan Muhammad Saringin Muhammad Thio Faza Saidina Muhilal . Munip, Al Murhadi Murhadi Nadia Anastasya Nathania Nofita, Dewi Nurhayati NURSAMA HERU APRIANTORO Nurul Hanifa Nuryadinata, Sukma Olga Amanda Pratama, Raka Jumersyah Pratiwi S., Aprilia Desi Puteri, Alya Salsabila Putra, Hengkky Restu Putri Dia Permata Sari Rafika Hana Wiratri Raisa Rafifiti Choerunnisa Ratna Putra, Demmy Filsafa Redha Hikmasari Renatalia Fika Ricky Deo Volento Gultom Rimbawan Rimbawan Rini Wulandari Ristanti, Lilis Ari Risviana Riyanti Isaskar Riza Nadia Rizali Noor Maulana Rosidatul Aini Rosyanne Kushargina Ryan Dharmawan Samsul Lutfi Selvia Susanti Shakila Nizaliana Silvana Maulidah Siprianus Dalu Lewar Siti Komariah Hildayanti Siti Nur Qomariah Siti Nurhayati Sitinoramalina, Sitinoramalina Situmeang, Ampuan Solahudin Sri Anna Marliyati Sri Astuti Stanley Gracius Christoper Steve Elia Amadeus Steven Ryan Tedja Subrata Tri Widada Sukoco, Bambang Suratni Ginting Susi Handayani Suyandar Marthen Giri Teddy Oswari Tessa Levia Kasya Theo Andrianto Titi Laras Tri Yunis Miko Wahyono Udiansyah Umi Nurhidayah Velicya Tarisha Cheung Vincent Alfredo Nathaniel Wahyu Aji Saputra Widia Citra Anggundari Wuisan, Fritz Fredrik Yohanna Angelina Samar Yulia Ningsih Yulia Yesti Yulianti Yulianti Yunistri Pratiwi Yusmita, Anggi Rozma Zakaria, Aceng Zulfanita Zulfanita