주요 논문
5
*2026년 기준 최근 6년 이내 논문에 한해 Impact Factor가 표기됩니다.
1
Article
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인용수 0
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2025Differentially private upsampling for enhanced anomaly detection in imbalanced data
Yujin Choi, J.-G. Park, Y.-S. Park, Jaewook Lee, Junyoung Byun
IF 8 (2025)
Engineering Applications of Artificial Intelligence
https://doi.org/10.1016/j.engappai.2025.113124
Upsampling
Differential privacy
Anomaly detection
Support vector machine
Class (philosophy)
Kernel (algebra)
Process (computing)
Pattern recognition (psychology)
2
Article
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인용수 0
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2025Advancing financial privacy: A novel integrative approach for privacy-preserving optimal portfolio
Hyungjin Ko, Jaewook Lee, Junyoung Byun
IF 6.1 (2025)
Future Generation Computer Systems
https://doi.org/10.1016/j.future.2025.107901
Computer science
Portfolio
Computer security
Finance
Business
3
Article
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인용수 3
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2024Improving the utility of differentially private clustering through dynamical processing
Junyoung Byun, Yujin Choi, Jaewook Lee
IF 7.6 (2024)
Pattern Recognition
https://doi.org/10.1016/j.patcog.2024.110890
Cluster analysis
Focus (optics)
Computer science
Cluster (spacecraft)
Gaussian
Simple (philosophy)
Data mining
Regular polygon
Dynamical systems theory
Artificial intelligence
4
Article
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인용수 1
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2024Privacy-preserving inference resistant to model extraction attacks
Junyoung Byun, Yujin Choi, Jaewook Lee, Saerom Park
IF 7.5 (2024)
Expert Systems with Applications
https://doi.org/10.1016/j.eswa.2024.124830
Computer science
Homomorphic encryption
Inference
Regularization (linguistics)
Computer security
Adversary
Encryption
Data mining
Artificial intelligence
5
Article
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인용수 19
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2023A Privacy-preserving mean–variance optimal portfolio
Junyoung Byun, Hyungjin Ko, Jaewook Lee
IF 7.4 (2023)
Finance research letters
https://doi.org/10.1016/j.frl.2023.103794
Homomorphic encryption
Variance (accounting)
Computer science
Encryption
Portfolio
Service provider
Portfolio optimization
Differential privacy
Information privacy
Econometrics