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Journal Articles

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2025
[j13]
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Hope Leticia Nakayiza, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae-Min Lee:
Blockchain-Enhanced Feature Engineered Data Falsification Detection in 6G In-Vehicle Networks. IEEE Internet Things J. 12(15): 30036-30048 (2025)
[j12]
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Kalibbala Jonathan Mukisa, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae-Min Lee:
Blockchain-Augmented FL IDS for Non-IID Edge-IoT Data Using Adaptive Trimmed Mean Aggregation. IEEE Internet Things J. 12(21): 45150-45159 (2025)
2024
[j11]
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Cosmas Ifeanyi Nwakanma, Goodness Oluchi Anyanwu, Love Allen Chijioke Ahakonye, Jae-Min Lee, Dong-Seong Kim:
A review of thermal array sensor-based activity detection in smart spaces using AI. ICT Express 10(2): 256-269 (2024)
[j10]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, Dong-Seong Kim:
Low computational cost convolutional neural network for smart grid frequency stability prediction. Internet Things 25: 101086 (2024)
[j9]
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Love Allen Chijioke Ahakonye, Ahmad Zainudin, Md Javed Ahmed Shanto, Jae-Min Lee, Dong-Seong Kim, Tae Soo Jun:
A multi-MLP prediction for inventory management in manufacturing execution system. Internet Things 26: 101156 (2024)
[j8]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong-Seong Kim:
Machine Learning Explainability for Intrusion Detection in the Industrial Internet of Things. IEEE Internet Things Mag. 7(3): 68-74 (2024)
[j7]
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Love Allen Chijioke Ahakonye, Gabriel Chukwunonso Amaizu, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong-Seong Kim:
Classification and characterization of encoded traffic in SCADA network using hybrid deep learning scheme. J. Commun. Networks 26(1): 65-79 (2024)
[j6]
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  - journals/sensors/AhakonyeNK24
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim:
Tides of Blockchain in IoT Cybersecurity. Sensors 24(10): 3111 (2024)
[j5]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, Dong-Seong Kim:
Trees Bootstrap Aggregation for Detection and Characterization of IoT-SCADA Network Traffic. IEEE Trans. Ind. Informatics 20(4): 5217-5228 (2024)
2023
[j4]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, Dong-Seong Kim:
SCADA intrusion detection scheme exploiting the fusion of modified decision tree and Chi-square feature selection. Internet Things 21: 100676 (2023)
[j3]
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Ahmad Zainudin, Love Allen Chijioke Ahakonye, Rubina Akter, Dong-Seong Kim, Jae-Min Lee:
An Efficient Hybrid-DNN for DDoS Detection and Classification in Software-Defined IIoT Networks. IEEE Internet Things J. 10(10): 8491-8504 (2023)
[j2]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, Dong-Seong Kim:
Agnostic CH-DT Technique for SCADA Network High-Dimensional Data-Aware Intrusion Detection System. IEEE Internet Things J. 10(12): 10344-10356 (2023)
2021
[j1]
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  - journals/access/AhakonyeNLK21
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, Dong-Seong Kim:
Efficient Classification of Enciphered SCADA Network Traffic in Smart Factory Using Decision Tree Algorithm. IEEE Access 9: 154892-154901 (2021)

Conference and Workshop Papers

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2025
[c24]
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  - conf/iasam/NwakanmaANG025
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Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakonye, Judith Nkechinyere Njoku, Prashnna K. Gyawali, Anurag K. Srivastava:
Explainable AI for Interpretable and Model-Agnostic Energy Consumption Prediction. IAS 2025: 1-6
[c23]
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  - conf/icaiic/NakayizaA0L25
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Hope Leticia Nakayiza, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae Min Lee:
Homomorphic Encryption for Privacy-Preserving Misbehavior Detection in the Internet of Vehicles. ICAIIC 2025: 320-324
[c22]
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Love Allen Chijioke Ahakonye, Kalibbala Jonathan Mukisa, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim:
Eco-Secure SCADA: Towards Machine Learning Reliability for Green Cybersecurity. ICAIIC 2025: 337-341
[c21]
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Kalibbala Jonathan Mukisa, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae Min Lee:
Enhancing IIoT Security Using Hybrid CNN-BiLSTM Models with Blockchain Integration. ICAIIC 2025: 459-464
[c20]
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  - conf/iccel/0002SAA25
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Dong-Seong Kim, Igboanusi Ikechi Saviour, Love Allen Chijioke Ahakonye, Goodness Oluchi Anyanwu:
Proof-of-Authority-and-Association Consensus Algorithm for IoT Blockchain Networks. ICCE 2025: 1-6
2024
[c19]
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Kalibbala Jonathan Mukisa, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae Min Lee:
Trimmed Averaging for Efficient Federated Learning in the Internet of Things. ICTC 2024: 322-326
[c18]
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Hope Leticia Nakayiza, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae Min Lee:
Resource-Aware Adaptive Federated Learning for Enhanced DDoS Detection in Vehicular Ad Hoc Networks. ICTC 2024: 1262-1267
[c17]
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  - conf/ictc/AhakonyeN024
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Dong-Seong Kim:
Roadmap for Integrating Open RAN and AI for Intrusion Detection Systems in 6G Networks. ICTC 2024: 1586-1591
2023
[c16]
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  - conf/africon/ObonnaOMONAK23
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Ugochukwu Onyekachi Obonna, Felix Kelechi Opara, Christian Chidiebere Mbaocha, Jude-Kennedy Chibuzo Obichere, Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakonye, Dong-Seong Kim:
Coarse Tree Algorithm-Based Detection of Unstructured Cyber-Attacks in Oil and Gas Process Control Networks. AFRICON 2023: 1-6
[c15]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Made Adi Paramartha Putra, Augustin Gohil, Jae Min Lee, Dong-Seong Kim:
Optimal Tree Bayesian for the Characterization of Ciphered Network Communication Traffic. ICAIIC 2023: 297-302
[c14]
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  - conf/icaiic/PutraRAAGKL23
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Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Revin Naufal Alief, Love Allen Chijioke Ahakonye, Augustin Gohil, Dong-Seong Kim, Jae-Min Lee:
Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry. ICAIIC 2023: 806-811
[c13]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong-Seong Kim:
B-DT: A Bagged-Decision Tree Detection and Characterization of the IoT-SCADA Network Communication Traffic. ICC Workshops 2023: 506-511
[c12]
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  - conf/ictc/SubhanSAKJ23
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Md Raihan Subhan, Md Javed Ahmed Shanto, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Taesoo Jun:
Structural Anomaly Detection in Advanced Manufacturing Execution Systems. ICTC 2023: 938-941
[c11]
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  - conf/ictc/AmaizuAKL23
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Gabriel Chukwunonso Amaizu, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae-Min Lee:
Deep Skin Cancer Lesions Classification Scheme. ICTC 2023: 953-956
[c10]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong-Seong Kim:
X-HDNN: Explainable Hybrid DNN for Industrial Internet of Things Backdoor Attack Detection. ICTC 2023: 1053-1057
[c9]
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  - conf/ictc/NwakanmaUANAK23
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Cosmas Ifeanyi Nwakanma, Martin Uwakwe, Ikenna Uzoma Ajere, Ebuka Chinaechetam Nkoro, Love Allen Chijioke Ahakonye, Dong-Seong Kim:
Carbon-Credit Monitoring and Prediction in Smart Factory using Explainable AI and Data Analytics. ICTC 2023: 1064-1068
[c8]
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  - conf/smartgridcomm/AhakonyeNLKJ23
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong Seong Kim, Taesoo Jun:
Statistical Process Routing Optimization in the Product Line for Industrial Internet of Things. SmartGridComm 2023: 1-6
[c7]
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Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakonye, Taesoo Jun, Jae Min Lee, Dong-Seong Kim:
Explainable SCADA-Edge Network Intrusion Detection System: Tree-LIME Approach. SmartGridComm 2023: 1-7
2022
[c6]
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  - conf/apcc/AhakonyeNLK22
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong-Seong Kim:
RQGPR: Rational Quadratic Gaussian Process Regression for Attack Detection in the SCADA Networks. APCC 2022: 595-600
[c5]
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  - conf/icaiic/AhakonyeNAL022
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Simeon Okechukwu Ajakwe, Jae Min Lee, Dong-Seong Kim:
Countering DNS Vulnerability to Attacks Using Ensemble Learning. ICAIIC 2022: 7-10
[c4]
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Love Allen Chijioke Ahakonye, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong-Seong Kim:
Time-Efficient Deep Learning-Based Energy Consumption Prediction for Smart Factory. ICTC 2022: 879-882
2021
[c3]
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  - conf/ictc/AjakweAA0L21
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Simeon Okechukwu Ajakwe, Rubina Akter, Love Allen Chijioke Ahakonye, Dong-Seong Kim, Jae-Min Lee:
Real-Time Monitoring of COVID-19 Vaccination Compliance: A Ubiquitous IT Convergence Approach. ICTC 2021: 440-445
[c2]
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  - conf/ictc/AhakonyeANL021
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Love Allen Chijioke Ahakonye, Gabriel Chukwunonso Amaizu, Cosmas Ifeanyi Nwakanma, Jae Min Lee, Dong-Seong Kim:
Enhanced Vulnerability Detection in SCADA Systems using Hyper-Parameter-Tuned Ensemble Learning. ICTC 2021: 458-461
[c1]
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Cosmas Ifeanyi Nwakanma, Love Allen Chijioke Ahakonye, Jae-Min Lee, Dong-Seong Kim:
Selecting Gaussian Process Regression Kernels for IoT Intrusion Detection and Classification. ICTC 2021: 462-465

Data and Artifacts

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2023
[d1]
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Made Adi Paramartha Putra, Love Allen Chijioke Ahakonye, Mark Verana, Syifa Maliah Rachmawati, Gabriel Avelino R. Sampedro, Dong-Seong Kim, Jae-Min Lee:
3DVis: A Layer-wise Fused Deposition Modeling 3D Printer Fault Detection Dataset. IEEE DataPort, 2023

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