Cosmas Ifeanyi Nwakanma (Member, IEEE) received the Ph.D. degree in IT-Convergence Engineering from the Networked System Laboratory, IT-Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea in February 2022. He received the Diploma (Distinction) in Electrical/Electronic Engineering from Federal Polytechnic Nekede Imo State Nigeria in 1999., and the Bachelor of Engineering degree in communication engineering, the master’s degree in information technology, and the Master of Business Administration (MBA) degree in project management technology from the Federal University of Technology, Owerri, in 2004, 2012, and 2016, respectively. Between 2009 and 2019, he was a lecturer and senior faculty at the department of Information Technology, Federal University of Technology, Owerri. He was an intern with Asea Brown Boveri (ABB), Nigeria and Keny-k Electrical Engineering, Nigeria in 2003 and 2000 respectively. Since March 2022, he is Postdoc Researcher at the ICT-Convergence Research Center. H was a full-time researcher at the Networked System Laboratory, IT-Convergence Engineering, Kumoh National Institute of Technology, Gumi, South Korea (2019-2022). His research interests include reliability of artificial intelligence (AI) application to Internet of Things (IoT) for smart factories, homes ,vehicles, and Metaverse.
INTERNATIONAL JOURNALS
J15. Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakoye, Judith Nkechinyere Njoku, Jacinta Chioma Odirichukwu, Stanley Adiele Okolie, Chinebuli Uzondu, Christiana Chidimma Ndubuisi Nweke, and Dong-Seong Kim, "Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review", Applied Sciences, Vol. 13, no. 3, 1252, January 2023,SCIE, Q2, I.F. = 2.838, (ISSN:2076-3417), https://doi.org/10.3390/app13031252
J14. Love Allen Chijioke Ahakoye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, and Dong-Seong Kim, "Agnostic CH-DT technique for SCADA Network high-Dimensional Data-Aware Intrusion Detection System", IEEE Internet of Things, (Early Access), January 2023, SCIE, Q1, I.F = 10.238, (ISSN:23274662), https://doi.org/10.1109/JIOT.2023.3237797
J13. Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, and Dong-Seong Kim, "Falsification Detection System for IoV using Randomized Search Optimization Ensemble Algorithm", IEEE Transactions on Intelligent Transport System, March 2023, SCIE, Q1, I.F = 9.551, (ISSN:15249050),https://doi.org/10.1109/TITS.2022.3233536
J12. Love Allen Chijioke Ahakoye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, and Dong-Seong Kim, "SCADA Intrusion Detection Scheme Exploiting the Fusion of Modified Decision Tree and Chi-Square Feature Selection", Internet of Things, Vol. 21, 100676, April 2023, SCIE, Q1, I.F = 5.711, (ISSN:2542-6605), https://doi.org/10.1016/j.iot.2022.100676
J11. Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, and Dong-Seong Kim, "RBF-SVM Kernel-based Model for Detecting DDoS Attack in SDN Integrated Vehicular Network", Ad Hoc Networks, Vol. 140, 103026, March 2023, SCIE, Q1, I.F = 4.816, (ISSN:15708705), https://doi.org/10.1016/j.adhoc.2022.103026
J10. Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, and Dong-Seong Kim, "Optimization of RBF-SVM Kernel using Grid Search Algorithm for Detecting DDoS Attack in SDN-Based VANET", IEEE Internet of Things Journal, (Early Access), August 2022, SCIE, Q1, I.F = 10.238, (ISSN:23274662). https://doi.org/10.1109/JIOT.2022.3199712
J9. Judith Nkechinyere Njoku, Cosmas Ifeanyi Nwakanma, Gabriel C. Amaizu, and Dong-Seong Kim, "Prospects and Challenges of Metaverse Application in Data-Driven Intelligent Transportation Systems", IET Intelligent Transport Systems, Vol. 17, no. 1, January 2023, SCIE, Q1, I.F = 2.568, (ISSN:1751-9578). https://doi.org/10.1049/itr2.12252
J8. Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim and Jae-Min Lee, "Novel hyper-tuned Ensemble Random Forest Algorithm for the detection of false basic messages in Internet of Vehicles", ICT Express, (Early Access), June 2022, SCIE, Q1, I.F = 4.317, (ISSN:2405-9595). https://doi.org/10.1016/j.icte.2022.06.003
J7. Simeon Okechukwu Ajakwe, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim and Jae-Min Lee, "Key Wearable Device Technologies Parameters for Innovative Healthcare Delivery in B5G Network: A Review", IEEE Access, Vol. 10, pp. 49956-49974, May 2022, SCIE, Q1, I.F = 3.367, (ISSN: 2169-3536).10.1109/ACCESS.2022.3173643
J6. Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Efficient Classification of Enciphered SCADA Network Traffic in Smart Factory using Decision Tree Algorithm", IEEE Access Vol. 9, pp. 154892-154901, November 2021, SCIE, Q1, I.F = 3.367, (ISSN: 2169-3536).10.1109/ACCESS.2021.3127560
J5. Cosmas Ifeanyi Nwakanma, Jae Woo Kim, Jae-Min Lee and Dong-Seong Kim, "EdgeAI Prospect using the NeuroEdge Computing System: Introducing a Novel Neuromorphic Technology", ICT Express, Vol. 7, no. 2, pp. 152-157, June 2021, SCIE, Q1, I.F = 4.317, (ISSN:2405-9595), https://doi.org/10.1016/j.icte.2021.05.003
J4. Cosmas Ifeanyi Nwakanma, Fabliha Bushra Islam, Mareska Pratiwi Maharani, Jae-Min Lee and Dong-Seong Kim, "Detection and Classification of Human Activity for Emergency Response in Smart Factory Shop Floor", Applied Sciences, Vol. 11, no. 8, 3662, pp. 1-20, April 2021, SCIE, Q1, I.F. = 3.0, (ISSN:2076-3417), https://doi.org/10.3390/app11083662
J3. Gabriel Chukwunonso Amaizu, Cosmas Ifeanyi Nwakanma, Sanjay Bhadwarj, Jae-Min Lee and Dong-Seong Kim, "Composite and Efficient DDoS Attack Detection Framework for B5G Networks", Computer Networks, vol. 188, no. 107871, April 2021, SCIE, Q1, I.F.= 4.474, (ISSN:1389-1286), https://doi.org/10.1016/j.comnet.2021.107871
J2. Md. Sajjad Hossain, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Edge Computational Task Offloading Scheme using Reinforcement Learning for IIoT Scenario", ICT Express, Vol. 6, no. 4, pp. 291-299, December 2020, SCIE, Q1, I.F = 4.317, (ISSN:2405-9595), https://doi.org/10.1016/j.icte.2020.06.002
J1. Cosmas Ifeanyi Nwakanma, Md. Sajjad Hossain, Jae-Min Lee and Dong-Seong Kim, "Towards Machine Learning Based Analysis of Quality of User Experience (QoUE)", International Journal of Machine Learning and Computing (IJMLC),(ISSN: 2010-3700), IET Inspec/Scopus, Q3, Vol.10, No. 6 PP. 752-758, November 2020, doi:10.18178/ijmlc.2020.10.6.1001
INTERNATIONAL CONFERENCES (First Author and Selected)
C13. Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakonye, Judith Nkechinyere Njoku, Joy Eze, and Dong-Seong Kim, "Efficient Industrial Internet of Things Vulnerability Detection using Machine Learning", 5th Information Technology for Education and Development Conference (ITED 2022), Nile University, Abuja, Nigeria, November 1-3, 2022.
C12. Cosmas Ifeanyi Nwakanma, Judith Nkechinyere Njoku, Jae-Young Jo, Chang-Hwan Lim, and Dong-Seong Kim, "Creativia Metaverse Platform for Exhibition Experience", 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), Jeju Island, Korea, October 19-21, 2022, pp. 1789-1793, doi: 10.1109/ICTC55196.2022.9952599.
C11. Judith Nkechinyere Njoku, Cosmas Ifeanyi Nwakanma, and Dong-Seong Kim, "The Role of 5G Wireless Communication System in the Metaverse", The 27th Asia Pacific Conference on Communications (APCC 2022), Jeju Island, Korea, pp. 290-294, doi: 10.1109/APCC55198.2022.9943778.
C10. Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Countering DNS Vulnerability to Attacks using Ensemble Learning", The 4th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2022), Shilla Stay Jeju, Jeju Island, Korea, February 21-24, 2022, pp. 007-010, doi: 10.1109/ICAIIC54071.2022.9722641.
C9. Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Adinda Riztia Putri, Jae-Min Lee and Dong-Seong Kim, "Thermal Array Sensor Resolution-Aware Activity Recognition using Convolutional Neural Network", The 4th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2022), Shilla Stay Jeju, Jeju Island, Korea, February 21-24, 2022, pp.372-376, doi: 10.1109/ICAIIC54071.2022.9722690.
C8. Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakonye, Jae-Min Lee and Dong-Seong Kim, "Selecting Gaussian Process Regression Kernels for IoT Intrusion Detection and Classification", 12th International Conference on Information and Communication Technology Convergence (ICTC 2021), Jeju Island, Korea, October 20-22, 2021, pp. 462-465.
C7. Cosmas Ifeanyi Nwakanma, Fabliha Bushra Islam, Mareska Pratiwi Maharani, Dong-Seong Kim and Jae-Min Lee, "IoT-Based Vibration Sensor Data Collection and Emergency Detection classification using Long Short-Term Memory (LSTM)", 3rd International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2021), Cheju Halla University, Jeju Island, Korea, April 13-16, 2021, pp.273-278, doi: 10.1109/ICAIIC51459.2021.9415228.
C6. Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Real-Time Position Falsification Attack Detection System for Internet of Vehicles", 2021 IEEE 26th Emerging Technologies and Factory Automation (ETFA 2021) International Conference, Västerås, Sweden, September 7-10, 2021, pp.1-4. doi: 10.1109/ETFA45728.2021.9613271
C5. Fabliha Bushra Islam, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Enhancing Malicious Activity Classification of IoT Network Traffic Characteristics using Stacked Ensemble Learning", 2021 IEEE 26th Emerging Technologies and Factory Automation (ETFA 2021) International Conference, Västerås, Sweden, September 7-10, 2021, pp.1-4, doi: 10.1109/ETFA45728.2021.9613672
C4. Mark Verana, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Deap Learning-Based 3D Printer Fault Detection", 2021 12th International Conference on Ubiquitous and Future Networks (ICUFN 2021) Jeju Island, Korea, August 17-20, 2021, pp.99-102. doi: 10.1109/ICUFN49451.2021.9528692
C3. Jae Woo Kim, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim and Jae-Min Lee, "Intelligent Face Recognition on the Edge Computing using Neuromorphic Technology", 35th International Conference on Information Networking (ICOIN 2021), Ramada Plaza Hotel, Jeju Island, Korea, January 13-16, 2021, pp.514-516, doi: 10.1109/ICOIN50884.2021.9333967.
C2. Cosmas Ifeanyi Nwakanma, Alifia Putri Anantha, Fabliha Bushra Islam, Jae-Min Lee and Dong-Seong Kim, "3GPP Release-16 for Industrial Internet of Things and Mission Critical Communication", 11th International Conference on Information and Communication Technology Convergence (ICTC 2020), Jeju Island, Korea, October 21-23, 2020, pp. 403-406, doi: 10.1109/ICTC49870.2020.9289520.
C1. Cosmas Ifeanyi Nwakanma, Williams-Paul Nwadiugwu, Jae-Min Lee and Dong-Seong Kim, "Image Similarity Index Tradeoff Model for Industrial Network", 2019 IEEE 24th Emerging Technologies and Factory Automation (ETFA 2019) International Conference, Zaragoza, Spain, September 10-13, 2019, pp.1532-1535. doi: 10.1109/RTFA.2019.8869538
A1: Attended 6th IEEE World Forum on the Internet of Things (IoT) 2020, IEEE ON24 and WebEx Event Center, USA. August 24-28, 2020, and September 14-18, 2020. Theme "IEEE IoT Standards, Vertical and Topical Week" https://wfiot2020.iot.ieee.org
A2: Attended 5G/NR Non-Standalone Deployment: Implementation, Performance and Challenges, by IEEE Communication Society, October 23, 2020.
DOMESTIC CONFERENCES (First Author and Selected)
C14. Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakonye, Judith Nkechinyere Njoku, Jae-Min Lee, and Dong-Seong Kim, "Failure Threshold-Aware Battery SoC Estimation using Machine Learning", 2022 Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2022, Lahan Select Hotel, Gyeongju, Korea, Vol. 79, pp. xxx-xxx, November 16-18, 2022.
C13. Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, JaeHyun Lee, Jae-Min Lee and Dong-Seong Kim, ``Ensemble Optimization for the Classification of Encoded Network Traffic Communication", 3rd Korea Artificial Intelligence Conference- koreaai.org 2022, Shilla Stay, Jeju Island, Korea, September 28 - 30, 2022.
C12. Cosmas Ifeanyi Nwakanma, Judith Nkechinyere Njoku, and Dong-Seong Kim, "Evaluation of Language Translator Module for Metaverse Virtual Assistant", 2022 Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2022, Grand Hyatt Hotel, Jeju Island, Korea, Vol. 78, pp. 1779-1780, June 22-24, 2022.
C11. Goodness Oluchi Anyanwu, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, and Dong-Seong Kim, "Appropriate SVM Kernel Selection for DDoS Attack Detection in SDN-Based VANET", 2022 Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2022, Grand Hyatt Hotel, Jeju Island, Korea, Vol. 78, pp. 1251-1252, June 22-24, 2022. (Best Paper Award).
C10. 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, pp.1112-1113.
C9. Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Smart Building HVAC Monitoring using Thermal Sensor for Occupancy Estimation", 2021 Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2021, Yeosu, Korea, Vol. 76, 17-19 November 2021, pp.483-484.
C8. Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, JaeHyun Lee, Jae-Min Lee and Dong-Seong Kim, ``Evaluating Artificial Intelligence Mitigation Techniques for Countering Attack on Smart Factory SCADA Network", 2nd Korea Artificial Intelligence Conference- koreaai.org 2021, Jeju Island, Korea, September 29 - October 1, 2021, pp. 206-207.
C7. Cosmas Ifeanyi Nwakanma, Goodness Oluchi Anyanwu, Adinda Riztia Putri, Jae-Min Lee and Dong-Seong Kim, "Thermal Sensor-Based Activity Detection in Smart Spaces using GentleBoost Optimized Classifier", 2021 Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2021, Jeju Island, Korea, Vol. 75, 16-18 June 2021, pp.1351-1352.
C6. Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, "Machine Learning Algorithms for Security and Vulnerability Detection in SCADA Systems", 31st Joint Conference on Communications and Information - JCCI 2021, Haeundae Park Hyatt Hotel, Busan, Korea, Vol. 31, 28-30, April 2021.
C5. Cosmas Ifeanyi Nwakanma, Ade Pitra Hermawan, Jae-Min Lee and Dong-Seong Kim, "Heterogeneous IoT Sensor Data Classification for Emergency Detection using Machine Learning", 2021 Korean Institute of Communications and Information Sciences Fall Conference- KICS Winter 2021, Yong Pyong Resort, Pyeongchang, Gangwon Province, Korea, Vol. 74, 3-5, February 2021, pp. 263-264.
C4. Cosmas Ifeanyi Nwakanma, Izunna Udebuana Okpala, Jae-Min Lee and Dong-Seong Kim, "COVIDBOTNET: A CNN-Based Robust Architecture for COVID-19 Diagnosis", 2020 Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2020, Seoul National University (online), Korea, Vol. 73, 13 November 2020, pp.82-84.
C3. Cosmas Ifeanyi Nwakanma, Stanley Adiele Okolie, Andrew Omame, Jae-Min Lee and Dong-Seong Kim, "Broadband Penetration Beyond 5G: Challenges and Open Issues", 2020 Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2020, Yong Pyong Resort, Pyeongchang, Gangwon Province, Korea, Vol. 72, 12-14 August 2020, pp. 412-415.
C2. Cosmas
Ifeanyi Nwakanma, Md. Sajjad Hossain, Min-Hui Jang, Jae-Min Lee and
Dong-Seong Kim, "Delay-Aware and Scalable Ethernet Network for Indoor
Environment”, 2020 Korean Institute of Communications and Information
Sciences Winter Conference- KICS Winter 2020, Yong Pyong Resort,
Pyeongchang, Gangwon Province, Korea, Vol. 71, 5-7 February 2020,
pp.1268-1271.
C1. Cosmas
Ifeanyi Nwakanma, Williams-Paul Nwadiugwu, Jae-Min Lee and Dong-Seong Kim,
"Real-Time Validation Scheme using Blockchain Technology for Industrial
IoT”, 2019 Korean Institute of Communications and Information Sciences
Summer Conference- KICS Summer 2019, Jeju Island, Korea, Vol.
69, 19-21 June 2019, pp. 379-382.
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