BIOGRAPHY:
Ahmad Zainudin received the B.Eng. and M.Eng. degrees in telecommunication engineering and electrical engineering from the Electronic Engineering Polytechnic Institute of Surabaya, Indonesia, in 2011 and 2014, respectively. He is currently pursuing the Ph.D. degree in electronic engineering with the Kumoh National Institute of Technology, Gumi, South Korea, where he has been a full-time Researcher with Networked System Laboratory since September 2021. In 2012, he joined the Division of Telecommunication Engineering, Department of Electrical Engineering, Electronics Engineering Polytechnic Institute of Surabaya as a Lecturer. His research interests include intrusion detection systems, industrial IoT vulnerabilities, federated learning, blockchain, and metaverse applications.
PUBLICATIONS:
.::INTERNATIONAL JOURNALS::.
IJ_3. Ahmad Zainudin, Rubina Akter, Dong-Seong Kim, and Jae-Min Lee,"Federated Learning Inspired Low-Complexity Intrusion Detection and Classification Technique for SDN-based Industrial CPS", IEEE Transactions on Network and Service Management, SCIE, IF: 5.3, July 2023, Volume: 20, Issue: 3, DOI: 10.1109/TNSM.2023.3299606 [Link]
IJ_2. Made Adi Paramartha Putra, Adinda Riztia Putri, Ahmad Zainudin, Dong-Seong Kim, and Jae-Min Lee, "ACS: Accuracy-Based Client Selection Mechanism for Federated Industrial IoT", Elsevier Internet of Things Journal, SCIE, IF = 5.711, December 2022, DOI: 10.1016/j.iot.2022.100657 [Link]
IJ_1. Ahmad Zainudin, Love Allen Chijioke Ahakonye, Rubina Akter, Dong-Seong Kim, and Jae-Min Lee,"An Efficient Hybrid-DNN for DDoS Detection and Classification in Software-Defined IIoT Networks", IEEE Internet of Things Journal, SCIE, IF = 10.238, Volume: 10, Issue: 10, 15 May 2023, pp: 8491 - 8504, DOI: 10.1109/JIOT.2022.3196942 [Link]
.::INTERNATIONAL CONFERENCES::.
IC_9. Ahmad Zainudin, Revin Naufal Alief, Made Adi Paramartha Putra, Rubina Akter, Jae-Min Lee, and Dong-Seong Kim, "Blockchain-aided Decentralized Collaborative Automatic Modulation Classification for Next-Generation Wireless Networks", 14th International Conference on Information and Communication Technology Convergence (ICTC 2023), Oct 11-13, 2023, Jeju Island, Korea
IC_8. Made Adi Paramartha Putra, Ahmad Zainudin, Revin Naufal Alief, Gabriel Avelino Sampedro, Dong-Seong Kim, Jae-Min Lee, "Blockchain-based Federated Learning for Bearing Fault Detection in the Industrial Internet of Things", 14th International Conference on Information and Communication Technology Convergence (ICTC 2023), Oct 11-13, 2023, Jeju Island, Korea
IC_7. Ahmad Zainudin, Revin Naufal Alief, Made Adi Paramartha Putra, Rubina Akter, Dong-Seong Kim, Jae-Min Lee, "Blockchain-based Decentralized Trust Aggregation for Federated Cyber-Attacks Classification in SDN-Enabled Maritime Transportation Systems", IEEE Conference on Communications (ICC 2023), 28 May – 01 June 2023. Rome, Italy [Link]
IC_6. Ahmad Zainudin, Rubina Akter, Dong-Seong Kim, and Jae-Min Lee,"FedDDoS: An Efficient Federated Learning-based DDoS Attacks Classification in SDN-Enabled IIoT Networks", The 13th International Conference on ICT Convergence ICT (ICTC 2022), Oct 19-21, 2022, Jeju Island, Korea [Link] [Best Paper Award]
IC_5. Rubina Akter, Mohtasin Golam, Ahmad Zainudin, Van-Sang Doan, and Dong-Seong Kim,"RF Signal-Based Multipurpose UAV Surveillance System Using Deep Neural Network", The 13th International Conference on ICT Convergence ICT (ICTC 2022), Oct 19-21, 2022, Jeju Island, Korea [Link]
IC_4. Ahmad Zainudin, Rubina Akter, Dong-Seong Kim, and Jae-Min Lee,"Towards Lightweight Intrusion Identification in SDN-based Industrial Cyber-Physical Systems", The 27th Asia-Pacific Conference on Communications (APCC 2022) Oct 19-21, 2022, Ramada Plaza Hotel, Jeju Island, Korea [Link]
IC_3. Ahmad Zainudin, Jung-Hyeon Kim, Dong-Seong Kim, and Jae-Min Lee,"Collaborative Learning for Cyber-Attacks Classification in Maritime Transportation Systems", International Conference on Maritime IT Convergence (ICMIC 2022), Sono Calm, Jeju Island, Korea, September 22-23, 2022
IC_2. Rubina Akter, Van-Sang Doan, Ahmad Zainudin, Dong-Seong Kim, "An Explainable Multi-Task Learning Approach for RF-based UAV Surveillance Systems", The 13th International Conference on Ubiquitous and Future Networks (ICUFN 2022), Barcelona, Spain, July 05-08, 2022 [Link]
IC_1. Ahmad Zainudin, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim and Jae-Min Lee, "Design and Implementation of Low-Cost Fog Computing Architecture for IoT-Based Applications", 12th International Conference on Information and Communication Technology Convergence (ICTC 2021), Ramada Plaza Hotel, Jeju Island, Korea, October 20-22, 2021, pp. 810-813. [Link]
.::DOMESTIC CONFERENCES::.
DC_16. Ahmad Zainudin, Made Adi Paramartha Putra, Dong-Seong Kim, and Jae-Min Lee, "Data Poisoning-Robust Decentralized Digital Twin-based Network Intrusion Detection in IIoT", Korean Institute of Communications and Information Sciences (KICS Fall 2023) Conference, Lahan Select Hotel, Gyeongju, Korea, November 22-24, 2023
DC_15. Made Adi Paramartha Putra, Ahmad Zainudin, Dong-Seong Kim, and Jae-Min Lee, "ADCT: Adaptive Distributed Client Training for Robust Federated Learning with non-IID Data", Korean Institute of Communications and Information Sciences (KICS Fall 2023) Conference, Lahan Select Hotel, Gyeongju, Korea, November 22-24, 2023
DC_14. Ahmad Zainudin, Revin Naufal Alief, Made Adi Paramartha Putra, Rubina Akter, Dong-Seong Kim, Jae-Min Lee, "Blockchain-Assisted Privacy-Preserving Intrusion Detection for Secured Metaverse", 2023 KICS Summer Conference, Ramada Plaza Hotel, Jeju, Korea, June 21-24, 2023
DC_13. Esmot Ara Tuli, Ahmad Zainudin, Md Javed Ahmed Shanto, Jae Min Lee, Dong-Seong Kim, "MediaPipe-based Real-time Interactive Avatar Generation for Metaverse", 2023 KICS Summer Conference, Ramada Plaza Hotel, Jeju, Korea, June 21-24, 2023
DC_12. Made Adi Paramartha Putra, Ahmad Zainudin, Revin Naufal Alief, Dong-Seong Kim, Jae-Min Lee, "Proof of Authority-based Federated Learning for Bearing Fault Detection in Smart Factory", 2023 KICS Summer Conference, Ramada Plaza Hotel, Jeju, Korea, June 21-24, 2023
DC_11. Rubina Akter, Ahmad Zainudin, Dong-Seong Kim, "UAV-Based B5G Networks: Blockchain and Federated Learning Technology", 2023 KICS Summer Conference, Ramada Plaza Hotel, Jeju, Korea, June 21-24, 2023
DC_10. Ahmad Zainudin, Rubina Akter, Dong-Seong Kim, and Jae-Min Lee,"FedIoV: A Federated Learning-Assisted Intrusion Messages Detection in Internet of Vehicles", 2022 KICS Fall Conference, Lahan Select Hotel, Gyeongju, Korea, November 16-18, 2022
DC_9. Rubina Akter, Ahmad Zainudin, and Dong-Seong Kim,"Deep Learning Inspired Acoustic-based Underwater Object Detection and Localization", 2022 KICS Fall Conference, Lahan Select Hotel, Gyeongju, Korea, November 16-18, 2022
DC_8. Made Adi Paramartha Putra, Adinda Riztia Putri, Ahmad Zainudin, Dong-Seong Kim, and Jae-Min Lee,"Towards Accuracy-Aware Client Selection in Federated Learning", 2022 KICS Fall Conference, Lahan Select Hotel, Gyeongju, Korea, November 16-18, 2022
DC_7. Md Javed Ahmed Shanto, Love Allen Chijioke Ahakonye, Ahmad Zainudin, Jae-Min Lee, Dong-Seong Kim, and Taesoo Jun,"An Exploratory Deep Learning-Based Inventory Management Solution in the Manufacturing Execution System", 2022 KICS Fall Conference, Lahan Select Hotel, Gyeongju, Korea, November 16-18, 2022
DC_6. Ahmad Zainudin, Rubina Akter, Dong-Seong Kim, and Jae-Min Lee,"Privacy‐Preserving Federated Learning-based DDoS Classification for IIoT Networks", 2022 KICS Summer Conference, Grand Hyatt Hotel, Jeju Island, Korea, June 22-24, 2022
DC_5. Rubina Akter, Van-Sang Doan, Ahmad Zainudin, Dong-Seong Kim, "Explainable Grouped Convolution Neural Network Inspired Acoustic-based Mine Recognition for Underwater Surveillance System" KICS Summer Conference, Jeju, 22-24 June 2022
DC_4. Adinda Riztia Putri, Ahmad Zainudin, Goodness Oluchi Anyanwu, Tae-Soo Jeon, Jae Min Lee, Dong-Seong Kim, "Integrated Learning Emergency Detection using Non-Intrusive Multi-Sensor in Smart Spaces", Korean Institute of Communications and Information Sciences (KICS Summer 2022) Conference, Grand Hyatt Hotel, Jeju Island, Korea, June 22-24, 2022
DC_3. Ahmad Zainudin, Dong-Seong Kim and Jae-Min Lee, "A Lightweight Deep Learning-based Anomaly Detection and Classification in Software-Defined Industrial Network", 2022 Korean
Institute of Communications and Information Sciences Winter Conference - KICS Winter 2022, Alpensia Resort, Pyeongchang, Gangwon Province, Korea, Vol. 77, 9-11 February 2022.
DC_2. Cosmas Ifeanyi Nwakanma, Ahmad Zainudin, Love Allen Chijioke Ahakonye, Goodness Oluchi Anyanwu, Jae-Min Lee and Dong-Seong Kim, "Reliability Analysis of Modified Random Forest Model for Activity Detection using F-Test", 2022 Korean Institute of Communications and Information Sciences Winter Conference - KICS Winter 2022, Alpensia Resort, Pyeongchang, Gangwon Province, Korea, Vol. 77, 9-11 February 2022.
DC_1. Ahmad Zainudin, Adinda Riztia Putri, Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim and Jae-Min Lee, "A Low Computational Cost Sensor-Based Human Activity Recognition using Hybrid LSTM in Edge Computing Environment", 2021 Korean Institute of Communications and Information Sciences Summer Conference- KICS Fall 2021, Yeosu, Korea, Vol. 76, 17-19 November 2021.
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