International Journals
Homomorphic encryption-based fault diagnosis in IoT-enabled industrial systems.
Hoki Kim, Youngdoo Son, Junyoung Byun
International Journal of Information Security, 2025, 24(3), 102 (SCIE, Q2)
Balancing Explainability and Privacy in Bank Failure Prediction: A Differentially Private Glass-Box Approach
Junyoung Byun, Jaewook Lee, Hyeongyeong Lee, Bumho Son
IEEE Access, 2025, 13, 1546-1565 (SCIE, Q2)
Improving the utility of differentially private clustering through dynamical processing
Junyoung Byun, Yujin Choi, Jaewook Lee
Pattern Recognition, 2024, 157, 110890 (SCIE, Top 7%)
Privacy-preserving inference resistant to model extraction attacks
Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park
Expert Systems with Applications, 2024, 256, 124830 (SCIE, Top 7%)
A privacy-preserving robo-advisory system with the Black-Litterman portfolio model: A new framework and insights into investor behavior
Hyungjin Ko, Junyoung Byun, Jaewook Lee
Journal of International Financial Markets,Institutions & Money, 2023, 89, 101873 (SSCI, Q1)
A Privacy-preserving mean–variance optimal portfolio
Junyoung Byun, Hyungjin Ko, Jaewook Lee
Finance Research Letters, 2023, 54, 103794 (SSCI, Top 1%)
Efficient homomorphic encryption framework for privacy-preserving regression
Junyoung Byun, Saerom Park, Yujin Choi, Jaewook Lee
Applied Intelligence, 2023, 53(9), 10114-10129 (SCIE, Q2)
Efficient differentially private kernel support vector classifier for multi-class classification
Jinseong Park, Yujin Choi, Junyoung Byun, Jaewook Lee, Saerom Park
Information Sciences, 2023, 619, 889-907 (SCIE, Top 8%)
Variational cycle-consistent imputation adversarial networks for general missing patterns
Woojin Lee, Sungyoon Lee, Junyoung Byun, Hoki Kim, Jaewook Lee
Pattern Recognition, 2022,129, 108720 (SCIE, Top 11%)
Fair clustering with fair correspondence distribution
Woojin Lee, Hyungjin Ko, Junyoung Byun, Taeho Yoon, Jaewook Lee
Information Sciences, 2021, 581, 155-178 (SCIE, Top 10%)
Atomic cross-chain settlement model for central banks digital currency
Yunyoung Lee, Bumho Son, Huisu Jang, Junyoung Byun, Taeho Yoon, Jaewook Lee
Information Sciences, 2021, 580, 155-178 (SCIE, Top 10%)
Privacy‐preserving evaluation for support vector clustering
Junyoung Byun, Jaewook Lee, Saerom Park
Electronics Letters, 2021, 57(2), 61-64 (SCIE)
HE-friendly algorithm for privacy-preserving SVM training
Saerom Park, Junyoung Byun, Joohee Lee, Jung Hee Cheon, Jaewook Lee
IEEE Access, 2020, 8, 57414-57425 (SCIE, Q2)
International Conferences
Fast and Differentially Private Fair Clustering
Junyoung Byun, Jaewook Lee
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Privacy-preserving fair learning of support vector machine with homomorphic encryption
Saerom Park, Junyoung Byun, Joohee Lee
ACM Web Conference (WWW), 2022
Parameter-free he-friendly logistic regression
Junyoung Byun, Woojin Lee, Jaewook Lee
Neural Information Processing Systems (NeurIPS), 2021