"Exploring the Frontiers of Knowledge: A Journey Through Innovative AI Research in Cyber Security. Uncover the Future of Intrusion Detection with Transparency and Speed."
Ahakonye, Love Allen Chijioke, Gabriel Chukwunonso Amaizu, Nwakanma, Cosmas Ifeanyi, Jae-Min Lee and Dong-Seong Kim, ``Classification and Characterization of Encoded Traffic in SCADA Network using Hybrid Deep Learning Scheme" Journal of Communications and Networks, December 10, 2023, SCIE, Q1. I.F = 3.6, (Early Access)
Cosmas Ifeanyi Nwakanma, Goodness Oluchi Anyanwu, Ahakonye, Love Allen Chijioke, Jae-Min Lee and Dong-Seong Kim, ``A Review of Thermal Array Sensor-Based Activity Detection in Smart Spaces using AI," ICT Express, pp.2405-9595(23) 00150-9, November 26 2023, SCIE, Q1, I.F = 5.4, https://doi.org/10.1016/j.icte.2023.11.007
Ahakonye, Love Allen Chijioke, Nwakanma, Cosmas Ifeanyi, Jae-Min Lee and Dong-Seong Kim, ``Trees Bootstrap Aggregation for Detection and Characterization of IoT-SCADA Network Traffic" IEEE Industrial Informatics Journal, Vol., no., pp.1-12, SCIE, Q1, I.F = 12.3, November 28, 2023, Print ISSN: 1551-3203, Online ISSN: 1941-0050, https://doi.org/10.1109/TII.2023.3333438.
Ahakonye, Love Allen Chijioke, Nwakanma, Cosmas Ifeanyi, 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 Journal, Vol. 10, no. 12, pp. 10344-10356, June 2023, SCIE, Q1, I.F = 10.238, (ISSN:2327-4662), https://doi.org/10.1109/JIOT.2023.3237797.
Zainudin, Ahmad, Ahakonye, Love Allen Chijioke, Akter, Rubina, Jae-Min Lee, and Dong-Seong Kim, ``An Efficient Hybrid-DNN for DDoS Detection and Classification in Software-Defined IIoT Networks," \textit{IEEE Internet of Things Journal, Vol. 10, no. 10, pp. 8491-8504, May 2023, SCIE, Q1, I.F. = 10.238, (ISSN:2327-4662), https://doi.org/10.1109/JIOT.2022.3196942.
Ahakonye, Love Allen Chijioke, 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", \textit{Internet of Things (Elsevier), vol. 21, no. 107871, pp. 100676, April 2023, SCIE, Q1, I.F.= 5.9, (ISSN:2542-6605), https://doi.org/10.1016/j.iot.2022.100676. https://colab.research.google.com/gist/vital-love/72d9944232d721e9b18ca74f20f2f16a/wsutl_fs_ml_classifiers_scada_without_balance.ipynb
Nwakanma, Cosmas Ifeanyi, Ahakonye, Love Allen Chijioke, Njoku, Judith Nkechinyere, Odirichukwu, Jacinta Chioma, Okolie, Stanley Adiele, Uzondu, Chinebuli, Ndubuisi Nweke, Christiana Chidimma and Dong-Seong Kim, ``Explainable Artificial Intelligence (XAI) for Intrusion Detection and Mitigation in Intelligent Connected Vehicles: A Review," \textit{Applied Sciences, Vol. 13, no. 3, pp. 1252, January 2023, SCIE, Q2, I.F = 2.9, (ISSN:2405-9595), https://doi.org/10.3390/app13031252.}
Ahakonye, Love Allen Chijioke, 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. = 3.476, (ISSN:2169-3536), https://doi.org/10.1109/ACCESS.2021.3127560.
Made Adi Paramartha Putra, Ahakonye, Love Allen Chijioke, Mark Verana, Dong Seong Kim, Jae Min Lee, ``Efficient 3D Printer Fault Classification using Multi-Block 2D-Convolutional Neural Network", Journal of KICS, Q3, I.F = 0.34, pp. 236-245, November 2021, https://doi:10.7840/kics.2022.47.2.236.
Ahakonye, Love Allen Chijioke, Nwakanma, Cosmas Ifeanyi, Jae-Min Lee and Dong-Seong Kim, ``AI Model Stability in Industrial IoT Intrusion Detection: Leveraging the Characteristics Stability Index" The Journal of Korean Institute of Communications and Information Sciences (J-KICS), Q3, I.F = 0.34, pp..., December 15, 2023, (Early Access).
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Lee, Jae-Min and Kim, Dong-Seong, ``Statistical Process Routing Optimization in the Product Line for Industrial Internet of Things", IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm 2023), Glasgow, Scotland, October 31-November 03, 2023, pp. 1-6, https://ieeexplore.ieee.org/document/10333887. https://gist.github.com/vital-love/dda045a4aae7d5e9275c2dd6d4513a75
Cosmas Ifeanyi Nwakanma, Ahakonye, Love Allen Chijioke, Lee, Jae-Min and Kim, Dong-Seong, ``Explainable SCADA-Edge Network Intrusion Detection System: Tree-LIME Approach", IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm 2023), Glasgow, Scotland, October 31-November 03, 2023, pp. 1-7, doi: 10.1109/SmartGridComm57358.2023.10333968.
Ahakonye, Love Allen Chijioke, Nwakanma, Cosmas Ifeanyi, Lee, Jae Min and Kim, Dong-Seong, ``X-HDNN: Explainable Hybrid DNN for Industrial Internet of Things Backdoor Attack Detection", IEEE International Conference on Information and Communication Technology Convergence, Jeju, South Korea, October 11-13, 2023,
Cosmas Ifeanyi Nwakanma, Martin Uwakwe, Ikenna Uzoma Ajere, Chinaechetam Ebuka Nkoro, Ahakonye, Love Allen Chijioke, and Kim, Dong-Seong, ``Carbon-Credit Monitoring and Prediction in Smart Factory using Explainable AI and Data Analytics", IEEE International Conference on Information and Communication Technology Convergence, Jeju, South Korea, October 11-13, 2023,
Subhan, Md Raihan, Md Javed Ahmed Shanto, Ahakonye, Love Allen Chijioke, Kim, Dong-Seong Lee, and Taesoo Jun, ``Structural Anomaly Detection in Advanced Manufacturing Execution Systems",IEEE International Conference on Information and Communication Technology Convergence, Jeju, South Korea, October 11-13, 2023,
Amaizu, Gabriel Chukwunonso, Ahakonye, Love Allen Chijioke, Kim, Dong-Seong Lee, and Jae-Min, ``Deep Skin Cancer Lesions Classification Scheme", IEEE International Conference on Information and Communication Technology Convergence, Jeju, South Korea, October 11-13, 2023,
Ugochukwu Onyekachi Obonna, Felix Kelechi Opara, Christian Chidiebere Mbaocha, Jude-Kennedy C. Obichere, Cosmas Ifeanyi Nwakanma, Ahakonye, Love Allen Chijioke, and Kim, Dong-Seong, ``Coarse Tree Algorithm-Based Detection of Unstructured Cyber-Attacks in Oil and Gas Process Control Networks", IEEE Africon 2023, Kenya School of Monetary Studies, Nairobi, Kenya, September 20-22, 2023, pp.1-6, doi: 10.1109/AFRICON55910.2023.10293718.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Lee, Jae-Min and Kim, Dong-Seong, ``B-DT: Bagged-Decision Tree Detection and Characterization of the IEC-60870-5-104 SCADA Network Communication Traffic", IEEE International Conference on Communications (ICC 2023), Rome, Italy, May 28-June 01, 2023, pp.506-511, doi: 10.1109/ICCWorkshops57953.2023.10283654.
Made Adi Paramartha Putra, Syifa Maliah Rachmawati, Revin Naufal Alief, Ahakonye, Love Allen Chijioke, Augustin Gohil, Dong-Seong Kim, and Jae-Min Lee, ``Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry", 5th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2023), Bali, Indonesia, February 20-23, 2023, pp. 806-811, doi: 10.1109/ICAIIC57133.2023.10067043.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Made Adi Paramartha Putra, Gohil, Augustin Jae Min Lee, and Dong-Seong Kim, ``Optimal Tree Bayesian for the Characterization of Ciphered Network Communication Traffic", 5th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2023), Bali, Indonesia, February 20-23, 2023, pp. 297-302, doi: 10.1109/ICAIIC57133.2023.10067102.
Cosmas Ifeanyi Nwakanma, Ahakonye, Love Allen Chijioke}, Judith Nkechinyere Njoku, Joy Eze, and Dong-Seong Kim, ``Effective Industrial Internet of Things Vulnerability Detection Using Machine Learning", 5th Information Technology for Education and Development (ITED 2022), Abuja, Nigeria, November 01-03, 2022, pp. 1-8, doi: 10.1109/ITED56637.2022.10051622.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``RQGPR: Rational Quadratic Gaussian Process Regression for Attack Detection in the SCADA Networks", 27th Asia-Pacific Conference on Communications (APCC 2022), Jeju Island, Korea, October 19-21, 2022, pp. 595-600, doi: 10.1109/APCC55198.2022.9943564.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Time-Efficient Deep Learning-Based Energy Consumption Prediction for Smart Factory", 13th International Conference on Information and Communication Technology Convergence (ICTC 2022), Jeju Island, Korea, October 19-21, 2022, pp. 879-882, doi: 10.1109/ICTC55196.2022.9952984.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``FED-MARINE: Federated Learning Framework for DDoS Detection and Mitigation in Maritime-SCADA Network", 1st International Conference on Maritime IT Convergence (ICMIC 2022), Jeju Island, Korea, September 22-23, 2022.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Simeon Okechukwu Ajakwe, Jae-Min Lee and Dong-Seong Kim, ``Countering DNS Vulnerability to Attacks Using Ensemble Learning", 4th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2022), Jeju Island, Korea, February 21-24, 2022, pp. 007-010, doi: 10.1109/ICAIIC54071.2022.9722641.
Simeon Okechukwu Ajakwe, Rubina Arkter, Ahakonye, Love Allen Chijioke, Dong-Seong Kim and Jae-Min Lee, ``Real-Time Monitoring of COVID-19 Vaccination Compliance: A Ubiquitous IT Convergence Approach", $12^{th}$ International Conference on Information and Communication Technology Convergence (ICTC 2021), Jeju Island, Korea, October 20-22, 2021, pp. 440-445, \\doi: 10.1109/ICTC52510.2021.9620806.
Cosmas Ifeanyi Nwakanma, Ahakonye, Love Allen Chijioke, 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, doi: 10.1109/ICTC52510.2021.9621145.
Ahakonye, Love Allen Chijioke, Gabriel Chukwunonso Amaizu, Cosmas Ifeanyi Nwakanma, Jae-Min Lee, and Dong-Seong Kim, ``Enhanced Vulnerability Detection in SCADA Systems using Hyper-parameter-Tuned Ensemble Learning", 12th International Conference on Information and Communication Technology Convergence (ICTC 2021), Jeju Island, Korea, October 20-22, 2021, pp. 458-461, doi: 10.1109/ICTC52510.2021.9620215.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Blockchain-Based Parameter Aggregation in Federated Learning Framework", Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2023, Lahan Select Hotel, Gyeongju, Korea, Vol.81, pp... November 22-24, 2023.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Verifying the Stability of Tree Algorithms on Complex Industrial Internet of Things Dataset", Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2023, Ramada Plaza Hotel, Jeju Island, Korea, Vol.80, pp.804-805, June 21-24, 2023.
Cosmas Ifeanyi Nwakanma, Ebuka Chinaechetam Nkoro, Ahakonye, Love Allen Chijioke, Goodness Oluchi Anyanwu, Judith Nkechinyere Njoku, Jae-Min Lee and Dong-Seong Kim, ``Explainable Activity Detection and Classification: SHAP vs LIME", Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2023, Ramada Plaza Hotel, Jeju Island, Korea, Vol.80, pp.816-817, June 21-24, 2023.
Cosmas Ifeanyi Nwakanma, Ahakonye, Love Allen Chijioke, Judith Nkechinyere Njoku, Jae-Min Lee, and Dong-Seong Kim, ``Failure Threshold-Aware Battery SoC Estimation using Machine Learning", Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2022, Lahan Select Hotel, Gyeongju, Korea, Vol 79, pp.535-536, November 16-18, 2022.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Taesoo Jun, Jae-Min Lee, Dong-Seong Kim, ``A Multi-Stack LSTM-Assisted Inventory Management for the Manufacturing Execution System", Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2022, Lahan Select Hotel, Gyeongju, Korea, Vol 79, pp.644-645, November 16-18, 2022.
Md Javed Ahmed Shanto, Ahakonye, Love Allen Chijioke, Ahmad Zainudin, Jae-Min Lee and Dong-Seong Kim, Taesoo Jun, ``An Exploratory Deep Learning-Based Inventory Management Solution in the Manufacturing Execution System", Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2022, Lahan Select Hotel, Gyeongju, Korea, Vol 79, pp.656-657, November 16-18, 2022.
Fatima Tuj Zohora, Ahakonye, Love Allen Chijioke, Jae-Min Lee and Dong-Seong Kim, Taesoo Jun, ``Analysis of Artificial Intelligence Perspective in Inventory Management", Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2022, Lahan Select Hotel, Gyeongju, Korea, Vol 79, pp.682-683, November 16-18, 2022.
Ahakonye, Love Allen Chijioke, JaeHyun Lee, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Ensemble Optimization for the Classification of Encoded Network Traffic Communication", $3^{rd}$ Korea Artificial Intelligence Conference- koreaai.org 2022, Shilla Stay, Jeju Island, Korea, September 28-29, 2022.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``CHI+DTC-Based Feature Selection for Low Computational Cost IIoT Intrusion Detection", Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2022, Grand Hyatt Hotel, Jeju Island, Korea, Vol 78 pp. 479-480, June 22-24, 2022.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Made Adi Paramartha Putra, Mark Verana, Khurboev Shakhzodbek Jae-Min Lee and Dong-Seong Kim, ``Deep Learning Anomaly Detection in Additive Manufacturing Process of a Smart Factory", Korean Institute of Communications and Information Sciences Winter Conference- KICS Winter 2022, Alpensia Resort, Pyeonchang, Korea, Vol. 77, pp. 1021-1023, 9-11 February 2022.
Cosmas Ifeanyi Nwakanma, Ahmad Zainudin, Ahakonye, Love Allen Chijioke, Goodness Oluchi Anyanwu Jae-Min Lee and Dong-Seong Kim, ``Reliability Analysis of Modified Random Forest Model for Activity detection using F-Test", Korean Institute of Communications and Information Sciences Winter Conference - KICS Winter 2022, Alpensia Resort, Pyeonchang, Korea, Vol. 77, pp. 1112-1113, 9-11 February 2022.
Mark Verana, Made Adi Paramartha Putra, Ahakonye, Love Allen Chijioke, Jae-Min Lee and Dong-Seong Kim, ``Intelligent Fault Classification of 3D Printers Using Long Short-Term Memory", Korean Institute of Communications and Information Sciences Winter Conference - KICS Winter 2022, Alpensia Resort, Pyeonchang, Korea, Vol. 77, pp. 1026-1027, 9-11 February 2022.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Improving Machine Learning Reliability using Trees Optimization for Attack Detection on SCADA Network", Korean Institute of Communications and Information Sciences Fall Conference - KICS Fall 2021, Yeosu, Korea, Vol. 76, pp. 109-110, 17-19 November 2021.
Ahakonye, Love Allen Chijioke, 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", $2^{nd}$ Korea Artificial Intelligence Conference- koreaai.org 2021, Jeju Island, Korea, September 29 - October 1 2021.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Anomaly Detection of Malicious Energy usage in Smart Factories using Deep neural Network", 2021 Korean Institute of Communications and Information Sciences Summer Conference- KICS Summer 2021, Jeju Island, Korea, Vol. 75, 16-18 June 2021, pp. 1349-1350.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Improving Machine Learning Reliability using Trees Optimization for Attack Detection on SCADA Network", 2021 Korean Institute of Communications and Information Sciences Fall Conference- KICS Fall 2021, Yeosu, Korea, Vol. 76, 17-19 November 2021.
Ahakonye, Love Allen Chijioke, Cosmas Ifeanyi Nwakanma, Jae-Min Lee and Dong-Seong Kim, ``Machine Learning Algorithms for Security and Vulnerability Detection in SCADA Systems", $31^{st}$ Joint Conference on Communications and Information - JCCI 2021, Haeundae Park Hyatt Hotel, Busan, Korea, Vol. 31, 28-30, April 2021.