Publications

2026

• Noise-adaptive correction for robust graph neural networks in trusted graph computing

  Discover Computing, vol. 29, no. 1, 327, (2026).

  Jun 2026

• Adaptive Point Cloud Downsampling Based on 3-D ROI Detection for Improved Perceptual Quality

  IEEE Access, vol. 14, pp. 68039–68053, (2026).

  Apr 2026

2025

• FedAWT: Adaptive federated learning via dynamic epoch adjustment for heterogeneous clients in ad-hoc networks

  Internet of Things, vol. 34, 101771, pp. 1–14, (2025).

  Nov 2025

• Data Division Transmission Method with Performance Analysis in Wi-Fi 7 Multi-Link Operation

  IEICE Transactions on Communications, vol. E108-B, no. 9, pp. 1052–1065, (2025).

  Sep 2025

• Bio-2FA-IoD: A Biometric-Enhanced Two-Factor Authentication Protocol for Secure Internet of Drones Operations

  Mathematics, vol. 13, no. 13, pp. 1–29, (2025).

  Jul 2025

2024

• 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).

  Oct 2024

• PIER: cyber-resilient risk assessment model for connected and autonomous vehicles

  Wireless Networks, vol. 30, pp. 4591–4605, (2024).

  Jul 2024

• Dynamic Transmission and Delay Optimization Random Access for Reduced Power Consumption

  IEEE Access, vol. 12, pp. 55033–55050, (2024).

  Apr 2024

2023

• 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).

  Sep 2023

2022

• Fairness-Based Multi-AP Coordination Using Federated Learning in Wi-Fi 7

  Sensors, vol. 22, no. 24, 9774, (2022).

  Dec 2022

2021

• Combined oversampling and undersampling method based on slow-start algorithm for imbalanced network traffic

  Computing, vol. 103, pp. 401–424, (2021).

  Mar 2021

2020

• Performance comparison of multi-class SVM with oversampling methods for imbalanced data classification

  International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), Lecture Notes in Networks and Systems (LNNS), vol. 159, pp. 108–119, (2020).

  Oct 2020

• Hierarchical anomaly detection model for in-vehicle networks using machine learning algorithms

  Sensors, vol. 20, no. 14, 3934, (2020).

  Jul 2020

• Malware detection in self-driving vehicles using machine learning algorithms

  Journal of Advanced Transportation, vol. 2020, 3035741, (2020).

  Jan 2020

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