Article Per Year (5 Year)
p-Index From 2021 - 2026
3.507
P-Index
This Author published in this journals
All Journal KOMUNITAS: INTERNATIONAL JOURNAL OF INDONESIAN SOCIETY AND CULTURE Academica Jurnal Bina Praja PEDAGOGIA Gulawentah:Jurnal Studi Sosial Jurnal Teknologi Informasi MURA Jurnal Agregasi IJoASER (International Journal on Advanced Science, Education, and Religion) Building of Informatics, Technology and Science Jurnal Aspirasi KAIBON ABHINAYA : JURNAL PENGABDIAN MASYARAKAT Journal of Public Administration and Government (JPAG) Jurnal Syntax Imperatif : Jurnal Ilmu Sosial dan Pendidikan Jurnal ADMINISTRATOR Sibatik Journal : Jurnal Ilmiah Bidang Sosial, Ekonomi, Budaya, Teknologi, Dan Pendidikan Jurnal Tana Mana International Journal of Social Science, Education, Communication and Economics Informatics and Computer Engineering Journal Prosiding (SIAR) Seminar Ilmiah Arsitektur Prosiding Seminar Riset Mahasiswa Indonesian Journal of School Counseling: Theory, Application, and Development Jurnal Teknologi Informasi Mura Kohesi: Jurnal Sains dan Teknologi Law & Pass : International Journal of Law, Public Administration and Social Studies
Muhammad Nur Alamsyah
Unknown Affiliation
Religion Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Social Sciences Other

Published : 41 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 41 Documents
Search

 1   2   3   4   5 
PENERAPAN CONVOLUTIONAL NEURAL NETWORK DALAM KLASIFIKASI SERANGAN DDOS (DISTRIBUTED DENIAL OF SERVICE) PADA DATASET CICIOT 2023: PENERAPAN CONVOLUTIONAL NEURAL NETWORK DALAM KLASIFIKASI SERANGAN DDOS (DISTRIBUTED DENIAL OF SERVICE) PADA DATASET CICIOT 2023 Armanto Armanto; Muhammad Nur Alamsyah
Jurnal Teknologi Informasi Mura (JTI) Vol. 18 No. 1 (2026): Jurnal Teknologi Informasi Mura
Publisher : LPPM UNIVERSITAS BINA INSAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32767/jti.v18i1.2919

Abstract

Abstract Distributed Denial of Service (DDoS) attacks are a serious threat to network security, aiming to disrupt services by overwhelming system resources with malicious traffic. The increasing complexity and variety of DDoS attack patterns demand the implementation of adaptive and accurate detection methods. This study examines the application of a Convolutional Neural Network (CNN) to classify DDoS attacks using the CICIoT 2023 dataset, which realistically represents Internet of Things (IoT) network traffic. The dataset underwent preprocessing stages including data cleaning, normalization, and splitting training and test data. A CNN model was designed to automatically extract features from network traffic data and classify between normal traffic and DDoS attacks. Test results show that the CNN model is capable of providing high levels of accuracy, precision, and recall, making it effective in detecting DDoS attacks in IoT environments. Thus, the CNN approach can be a reliable solution for enhancing deep learning-based intrusion detection systems in the face of dynamic DDoS threats. Keywords : Convolutional Neural Network, DDoS, Network Security, CICIoT 2023,Attack Classification.
Co-Authors Abdul Rivai Abdullah, Mu’tashim armanto armanto Armanto, Armanto Balich, Rama Pratama Budiman Burhanuddin Soenoe Cahyadi, Setiaji Daswati Daswati Fathoni, Rois Fathurrokhman, Susilo Fatmawati, Denisa Dewi Hi. Ambotuo, Moh. Tabran Indah Pratiwi Karman, Joni Latif, Suciani Moch. Solikin, Moch. Mubarak, Fauzi Muhammad Nawawi Nasir Mangngasing Ndama, Jein Helvina Ndaru, Rere Ingga Dewa Nur Aklis Nur Hidayah Nuraisyah Nuraisyah Pratama, Rian Ardi Rachmat N. Rahayu, Ajeng Rahmawati, Rahmawati Ratih Yulia Hayuningtyas Rika Rika Ronaldo Rosmini Rosmini Sayuti Sayuti Selfana Selfana Sinta Purnamasari, Sinta Sultan Sultan Sunardi, Lukman Syugiarto Syugiarto Syukur, Muhammad Abdhul Umar VALINA SINGKA SUBEKTI, VALINA SINGKA Wisnu Setiawan Yayi Arsandrie Yuliati Holifah