Dongwook Kwon received his BS degree in Electronics & Communications Engineering and MS degree in Computer Engineering from Kwangwoon University in Seoul, South Korea.
His research interests include deep learning, anomaly detection algorithms, and computer vision, with a focus on medical device security and industrial cyber-physical systems.
Publications
Conference Papers
Enhancing Medical Device Security with GNN-GRU Anomaly Detection Model
D. Kwon, Y. Kang, and C. Park, The Korean Society of Medical & Biological Engineering, Nov 2023Real-Time Anomaly Detection in Industrial Cyber-Physical Systems Using Deep Learning based Bidirectional GRU
D. Kwon, Y. Kang, J. Yang, and C. Park, IEIE Artificial Intelligence and Signal Processing, Sep 2023, pp. 239-241Analysis of Reconstruction-Based Multivariate ECG Time-Series Data for Arrhythmia Diagnosis
D. Kwon, Y. Kang, and C. Park, The Korean Society of Medical & Biological Engineering, Nov 2022, pp. 425-426
Awards
Grand Prize (최우수상) - 프레임-이벤트 카메라 센서 기반 자동 백혈구 모니터링 연구
신산업융합형임베디드시스템 전문인력양성사업, Nov 2024Gold Prize (금상) - Minister’s Award - 영상처리를 활용한 스마트 항만 관리에 대한 연구
스마트 해상물류 프로젝트 경진대회, 2021Grand Prize (최우수상) - President’s Award - Research of Smart Kitchen IoT System Using Computer Vision & Deep Learning
MY(Multi-Y)캡스톤 디자인 경진대회, 2021Encouragement Award (장려상) - AI 해커톤, 2021
- Deep Learning
- Anomaly Detection
- Computer Vision
- Medical Device Security
- Graph Neural Networks
- Time-Series Analysis
MS in Computer Engineering, 2026
Kwangwoon University
BS in Electronics & Communications Engineering, 2024
Kwangwoon University