Explainable artificial intelligence (xai) for intrusion detection and mitigation in intelligent connected vehicles: A review CI Nwakanma, LAC Ahakonye, JN Njoku, JC Odirichukwu, SA Okolie, ... Applied Sciences 13 (3), 1252, 2023 | 66 | 2023 |
An efficient hybrid-dnn for ddos detection and classification in software-defined iiot networks A Zainudin, LAC Ahakonye, R Akter, DS Kim, JM Lee IEEE Internet of Things Journal, 2022 | 56 | 2022 |
Efficient classification of enciphered SCADA network traffic in smart factory using decision tree algorithm LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim IEEE Access 9, 154892-154901, 2021 | 41 | 2021 |
SCADA intrusion detection scheme exploiting the fusion of modified decision tree and Chi-square feature selection LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim Internet of Things 21, 100676, 2023 | 35 | 2023 |
Agnostic CH-DT technique for SCADA network high-dimensional data-aware intrusion detection system LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim IEEE Internet of Things Journal 10 (12), 10344-10356, 2023 | 19 | 2023 |
Countering DNS vulnerability to attacks using ensemble learning LAC Ahakonye, CI Nwakanma, SO Ajakwe, JM Lee, DS Kim 2022 International Conference on Artificial Intelligence in Information and …, 2022 | 9 | 2022 |
Real-time monitoring of COVID-19 vaccination compliance: a ubiquitous IT convergence approach SO Ajakwe, R Arkter, LAC Ahakonye, DS Kim, JM Lee 2021 International Conference on Information and Communication Technology …, 2021 | 9 | 2021 |
Enhanced vulnerability detection in SCADA systems using hyper-parameter-tuned ensemble learning LAC Ahakonye, GC Amaizu, CI Nwakanma, JM Lee, DS Kim 2021 International conference on information and communication technology …, 2021 | 5 | 2021 |
Federated Learning-Enabled Digital Twin for Smart Additive Manufacturing Industry MAP Putra, SM Rachmawati, RN Alief, LAC Ahakonye, A Gohil, DS Kim, ... 2023 International Conference on Artificial Intelligence in Information and …, 2023 | 3 | 2023 |
Effective Industrial Internet of Things Vulnerability Detection Using Machine Learning CI Nwakanma, LAC Ahakonye, JN Njoku, J Eze, DS Kim | 3 | 2022 |
Selecting gaussian process regression kernels for iot intrusion detection and classification CI Nwakanma, LAC Ahakonye, JM Lee, DS Kim 2021 International Conference on Information and Communication Technology …, 2021 | 3 | 2021 |
Trees Bootstrap Aggregation for Detection and Characterization of IoT-SCADA Network Traffic LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim IEEE Transactions on Industrial Informatics, 2023 | 2 | 2023 |
An Exploratory Deep Learning-Based Inventory Management Solution in the Manufacturing Execution System MJA Shanto, LAC Ahakonye, A Zainudin, JM Lee, DS Kim, T Jun Korean Institute of Communications and Information Sciences (KICS Fall 2022) 79, 2022 | 2 | 2022 |
Reliability Analysis of Modified Random Forest Model for Activity Detection using F-Test CI Nwakanma, A Zainudin, LAC Ahakonye, GO Anyanwu, JM Lee, ... 한국통신학회 학술대회논문집, 1112-1113, 2022 | 2 | 2022 |
Evaluating Artificial Intelligence Mitigation Techniques for Countering Attack on Smart Factory SCADA Network LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim 2021 2nd Korea Artificial Intelligence Conference (KAI), 2021 | 2 | 2021 |
Machine Learning Explainability for Intrusion Detection in the Industrial Internet of Things LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim IEEE Internet of Things Magazine 7 (3), 68-74, 2024 | 1 | 2024 |
Classification and characterization of encoded traffic in SCADA network using hybrid deep learning scheme LAC Ahakonye, GC Amaizu, CI Nwakanma, JM Lee, DS Kim Journal of Communications and Networks 26 (1), 65-79, 2024 | 1 | 2024 |
Explainable SCADA-Edge Network Intrusion Detection System: Tree-LIME Approach CI Nwakanma, LAC Ahakonye, T Jun, JM Lee, DS Kim 2023 IEEE International Conference on Communications, Control, and Computing …, 2023 | 1 | 2023 |
Verifying the Stability of Tree Algorithms on Complex Industrial Internet of Things Dataset LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim 한국통신학회 학술대회논문집, 2023 | 1 | 2023 |
Time-Efficient Deep Learning-Based Energy Consumption Prediction for Smart Factory LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim The 13th International Conference on ICT Convergence 13, 879-882, 2022 | 1 | 2022 |