Young-shin Kang received the B.S. degree in computer engineering from Far East University, Chungbuk, South Korea. She is currently pursuing the PhD degree in computer engineering at Kwangwoon University, Seoul, South Korea.

Her research interests include lightweight deep learning algorithms, signal processing, and the Internet of Things.

Publications

Journal Articles

• GAN-Based patient information hiding for an ECG authentication system
  Y Kang, G Yang, H Eom, S Han, S Baek, S Noh, Y Shin, C Park, Biomedical Engineering Letters, 2023, 197-297, IF=3.92

• Broken Heart: Privacy Leakage Analysis on ECG-Based Authentication Schemes
  S Noh, J Kim, S Lee, Y Kang, C Park, Y Shin, Security and Communication Networks, 2022, 1-15, IF=2.51

• Energy-Efficient PPG-Based Respiratory Rate Estimation Using Spiking Neural Networks
  Yang G, Kang Y, Charlton P.H, Kyriacou P.A, Kim K.K, Li L, C Park, MDPI Sensors, 2024, 1-147, IF=3.4

• Blood Pressure Estimation Using Graph Convolutional Neural Networks with Dynamic Adjacency Matrix
  Y Kang, C Park, IEIE Transactions on Smart Processing & Computing, 2024, 1-5

Awards

• Best Paper Award - 2024 Project Award, Korean Society for EEG and Neurophysiology
• Best Paper Award - 2023 Conference “Enhancing Medical Device Security with GNN-GRU Anomaly Detection Model”
• Excellence Award - “Enhancing Medical Device Security with GNN-GRU Anomaly Detection Model”, Nov 2023

Patents

• GPT API를 사용한 네트워크 이상치 탐지 방법 (GPT API-BASED NETWORK ANOMALY DETECTION)
  박철수, 권동욱, 강영신, 출원번호: 10-2023-0139066, 2023

• 사용자 인증 시 사용자 정보 유출을 방지하기 위한 방법 및 장치
  박철수, 강영신, 이현빈, 신영주, 특허: 10-2535632, 등록일: 2023.05.18

• 생성 모델을 이용한 혈압추정 학습 장치 및 학습 방법
  박철수, 류한웅, 강영신, 출원번호: 10-2023-0185451, 2023

• 네트워크의 범주형 데이터를 이용한 네트워크 이상 탐지 장치 및 그 방법
  박철수, 강영신, 권동욱, 김현중, 출원번호: 10-2024-0110559, 2024