Publications

1. Young-Tak Kim, So Hyeon Bak, Seon-Sook Han, Yunsik Son, Jinkyeong Park, "Non-contrast CT-based pulmonary embolism detection using GAN-generated synthetic contrast enhancement: Development and validation of an AI framework", Computers in Biology and Medicine, 2025 (IF 7.0, JCR Q1)

2. JaeCheol Kim, Seungun Park, Jaesik Cha, Eunyeong Son, Yunsik Son, "Novel Synthetic Dataset Generation Method with Privacy-Preserving for Intrusion Detection System", Applied Sciences, 2025 (IF 2.5, JCR Q1)

3. Hyunsu Kim, Yunsik Son, "Generating Multi-View Action Data from a Monocular Camera Video by Fusing Human Mesh Recovery and 3D Scene Reconstruction", Applied Sciences, 2025 (IF 2.5, JCR Q1)

4. Seungun Park, Aria Seo, Muyoung Cheong, Hyunsu Kim, JaeCheol Kim, Yunsik Son, "Evaluating the Vulnerability of Hiding Techniques in Cyber-Physical Systems Against Deep Learning-Based Side-Channel Attacks," Applied Sciences, 2025 (IF 2.5, JCR Q1) 

5. Saleh Alabdulwahab, Jaecheol Kim, Young-Tak Kim, Yunsik Son, "Advanced Side-Channel Evaluation Using Contextual Deep Learning-Based Leakage Modeling," ACM Transactions on Software Engineering and Methodology (TOSEM), 2025 (IF 6.6, JCR Q1) 

6. Saleh Alabdulwahab, Muyoung Cheong, Aria Seo, Young-Tak Kim, Yunsik Son, "Enhancing deep learning-based side-channel analysis using feature engineering in a fully simulated IoT system," Expert Systems with Applications, vol. 266, 126079, 2025 (IF 7.5, JCR Q1)

7. Young‑Tak Kim, Beom‑Su Han, Jung Bin Kim, Jason K. Sa, Je Hyeong Hong, Yunsik Son, Jae‑Ho Han, Synho Do, Ji Seon Chae, Jung‑Kwon Bae, "HKA-Net: clinically-adapted deep learning for automated measurement of hip-knee-ankle angle on lower limb radiography for knee osteoarthritis assessment," Journal of Orthopaedic Surgery and Research, vol. 19.1, 777, 2024 (IF 2.8, JCR Q1)

8. Saleh Alabdulwahab, Young-Tak Kim, and Yunsik Son, "Privacy-Preserving Synthetic Data Generation Method for IoT-Sensor Network IDS Using CTGAN," Sensors, vol. 24, no. 22, 7389, 2024 (IF 3.4, JCR Q2)

9. Aria Seo, Seunghyun Woo, and Yunsik Son, "Enhanced Vision-Based Taillight Signal Recognition for Analyzing Forward Vehicle Behavior," Sensors, vol. 24, no. 16, 5162, 2024 (IF 3.4, JCR Q2)

10. Aria Seo, Young-Tak Kim, Ji Seok Yang, YangSun Lee, and Yunsik Son, "Software Weakness Detection in Solidity Smart Contracts Using Control and Data Flow Analysis: A Novel Approach with Graph Neural Networks," Electronics, vol. 13, no. 16, 3162, 2024 (IF 2.6, JCR Q2)

11. Young-Tak Kim, Hanyom-Kim, Mingyeong So, JooheonKong, Keun-Tae Kim, Je Hyeong Hong, Yunsik Son, Jason K.Sa, Synho Do, Jae-Ho Han, Jung Bin Kim, "Differentiating loss of consciousness causes through artificial intelligence-enabled decoding of functional connectivity", Neuro Image, vol. 297, 120749, 2024 (IF 4.7, Q1)

12. Saleh Alabdulwahab, Young-Tak Kim, Aria Seo, and Yunsik Son, "Generating Synthetic Dataset for ML-Based IDS Using CTGAN and Feature Selection to Protect Smart IoT Environments," Applied Sciences, vol. 13, no. 19, 10951, 2023. (IF 2.838, JCR Q2)

13. Hao Yu, Nnubia Pascal Nnamdi, Aria Seo, Jinkyeong Park, and Yunsik Son, "Motility Analysis of Diaphragm in Patients With Chronic Pulmonary Lung Disease Based on Computed Tomography Technique," IEEE Access, vol. 11, pp. 101544 - 101555, 2023. (IF 3.9, JCR Q2)

14. Dinh Huong Nguyen, Aria Seo, Nnubia Pascal Nnamdi, and Yunsik Son, "False Alarm Reduction Method for Weakness Static Analysis Using BERT Model," Applied Sciences, vol. 13, no. 6, 3502, 2023. (IF 2.838, JCR Q2)

15. Donghyo Kim, Sun-Young Ihm, Yunsik Son, "Two-Level Blockchain System for Digital Crime Evidence Management," Sensors, vol. 21, no. 9, 3051, pp. 1-17, 2021. (IF 3.576, JCR Q1)

16. Junho Jeong, Donghyo Kim, Sun-Young Ihm, Yangsun Lee, Yunsik Son, "Multilateral Personal Portfolio Authentication System Based on Hyperledger Fabric," ACM Transactions on Internet Technology (TOIT), vol. 21 no. 1, pp. 1-17.  2021. (IF 4.146, JCR Q3)

17. Junho Jeong, Joong Yeon Lim, Yunsik Son, "A Data Type Inference Method Based on Long Short-Term Memory by Improved Feature for Weakness Analysis in Binary Code," Future Generation Computer Systems, vol. 100, pp. 1044-1052, 2019. (IF 7.187, JCR Q1)

18. Junho Jeong, Jong Wha J. Joo, Yangsun Lee, Yunsik Son, "Secure Cloud Storage Service Using Bloom Filters for the Internet of Things," IEEE Access, vol. 7, pp. 60897-60907, 2019. (IF 5.916, JCR Q1) 

19. Yunsik Son, Junho Jeong, YangSun Lee, "Design and implementation of an IoT-cloud converged virtual machine system," The  Journal of Supercomputing, pp. 1-17, 2019. (IF 2.496, JCR Q2)

20. Jin-Woo Jung, Byung-Chul So, Jin-Gu Kang, Dong-Woo Lim, Yunsik Son, "Expanded Douglas-Peucker Polygonal Approximation and Opposite Angle-Based Exact Cell Decomposition for Path Planning with Curvilinear Obstacles," Applied Sciences, vol. 9. no. 4, 638, pp. 1-17, 2019. (IF 2.474, JCR Q2)

21. Yunsik Son, Seung-Bo Lee, Hakseung Kim, Eun-Suk Song, Hyub Huh, Marek Czosnyka, Dong-Joo Kim, "Automated artifact elimination of physiological signals using a deep belief network: An application for continuously measured arterial blood pressure waveforms," Information Sciences, vol. 456, pp. 145-158, 2018. (IF 5.524, JCR Q1)

22. Yunsik Son, Junho Jeong, YangSun Lee, "An Adaptive Offloading Method for an IoT-Cloud Converged Virtual Machine System Using a Hybrid Deep Neural Network," Sustainability, vol. 10. no. 11, 3955, pp. 1-15, 2018. (IF 2.87, JCR Q2)

23. Hakseung Kim, Seung-bo Lee, Yunsik Son, Marek Czosnyka, Dong-joo Kim, "Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis," Journal of neurosurgical  anesthesiology, vol. 30. no. 4, pp. 347-353, 2018. (IF 2.957, JCR Q2)

24. Hakseung Kim, Hack-Jin Lee, Young-Tak Kim, Yunsik Son, Peter Smielewski, Marek Czosnyka, Dong-Joo Kim, "Novel index for predicting mortality during the first 24 hours after traumatic brain injury," Journal of neurosurgery, vol. 131. no. 6, pp. 1887-1895, 2018. (IF 4.130, JCR Q1)

25. Junho Jeong, Yangsun Lee, Uduakobong George Offong, Yunsik Son, "A Type Information Reconstruction Scheme Based on Long Short-Term Memory for Weakness Analysis in Binary File," International Journal of Software Engineering and Knowledge Engineering, vol. 28. no. 9, pp. 1267-1286, 2018. (IF 0.644, JCR Q4)

26. YangSun Lee, Junho Jeong, Yunsik Son, "Design and Implementation of the Secure Compiler and Virtual Machine for Developing Secure IoT Services," Future Generation Computer Systems, vol. 76, pp. 350-357, 2017.  (IF 4.639, JCR Q1)

27. Yunsik Son, MyoungHwan Joung, Yong-Wook Lee, Oh-Heum Kwon, Ha-Joo Song, "Tag Localization in a Two-Dimensional RFID Tag Matrix," Future Generation Computer Systems, vol. 76, pp. 384-390, 2017. (IF 4.639, JCR Q1)

28. Yunsik Son, Yangsun Lee, "Offloading Method for Efficient Use of Local Computational Resources in Mobile Location-Based Services Using Clouds," Mobile Information Systems, vol. 2017, 1856329, pp. 1-9, 2017. (IF 0.958, JCR Q3)

29. Yunsik Son, Junho Jeong, Yangsun Lee, "Automatic Optimizer Generation Method Based on Location and Context Information to Improve Mobile Services," Mobile Information Systems, vol. 2017, 2835163, pp. 1-7, 2017. (IF 0.958, JCR Q3)

30. Yunsik Son, Sun-Young Ihm, Aziz Nasridinov, Young-Ho Park, "Adaptive convex skyline: a threshold-based project partitioned layer-based index for efficient-processing top-k queries in entrepreneurship applications," Journal of Supercomputing, vol. 72. no. 11, pp. 4262-4275, 2016. (IF 1.326, JCR Q2)

31. Dong-Joo Kim, Hakseung Kim, Eun-Jin Jeong, Hack-Jin Lee, Marek Czosnyka, Yunsik Son, Byung-Jo Kim, Zofia Czosnyka, "Spectral analysis of intracranial pressure: Is it helpful in the assessment of shunt functioning in-vivo?," Clinical neurology and neurosurgery, vol. 142, pp. 112-119,  2016. (IF 1.381, JCR Q4)

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