Publications

International Journal

Energy optimization and age of information enhancement in multi-UAV networks using deep reinforcement learning, Electronics Letters, vol. 60, no. 20, pp. 1-4, 2024.
Dynamic Transmission and Delay Optimization Random Access for Reduced Power Consumption, IEEE Access, vol. 12, 55033-55050, 2024.
Improvement of the Defense Planning and Management System to Implement ROK’s National Cybersecurity Strategy, The Korean Journal of Defense Analysis, vol. 35, no. 3, pp. 337-360, 2023.
Fairness-Based Multi-AP Coordination Using Federated Learning in Wi-Fi 7, Sensors 2022, vol. 22, 9776, pp. 1-14, 2022.
PIER: cyber-resilient risk assessment model for connected and autonomous vehicles, Wireless Networks, 2022, pp. 1-15, 2022.
Combined oversampling and undersampling method based on slow-start algorithm for imbalanced network traffic, Computing, vol. 103, pp. 401-424, 2021.
Hierarchical anomaly detection model for in-vehicle networks using machine learning algorithms, Sensors 2020, vol. 14, 3934, pp. 1-21, 2020.
Malware detection in self-driving vehicles using machine learning algorithms, Journal of Advanced Transportation, vol. 2020, 3035741, pp. 1-9, 2020.
A Road Condition-based Routing and Greedy Data Forwarding Algorithm for VANETs, Adhoc & Sensor Wireless Networks, vol. 33, no. 1-4, pp. 301-319, 2016.
Multi-hop-based opportunistic concurrent directional transmission in 60 GHz WPANs, Multimedia Tools and Applications, vol. 74, pp. 1627–1644, 2015.
Distributed relay-assisted retransmission scheme for wireless home networks, International Journal of Distributed Sensor Networks, vol. 10, no. 4, 2014.
An incremental multicast grouping scheme for mmWave networks with directional antennas, IEEE Communications Letters, vol. 17, no.3, pp. 616-619, 2013.
Adaptive anomaly control for alleviating the exclusive channel occupation in wireless networks, International Journal of Communication Systems, vol. 26, no. 6, pp. 720-731, 2013.
An Adaptive Allocation Algorithm Using Directional CSMA/CA over mmWave Wireless Personal Area Networks, International Journal of Advanced Robotic Systems, vol. 9, no. 1, 2012.

International Conferences

Performance Comparison of Multi-class SVM with Oversampling Methods for Imbalanced Data Classification, Advances on Broad-Band Wireless Computing, Communication and Applications (BWCCA 2020), Lecture Notes in Networks and Systems, vol. 159, pp. 108-119, 2020.
ANN Based Intrusion Detection Model, Web, Artificial Intelligence and Network Applications (WAINA 2019), Advances in Intelligent Systems and Computing, vol. 927, pp. 433-437, 2019.