About
Contact & Profiles
Research Areas
- Privacy-Preserving Technologies in Data
- Cryptography and Data Security
- Advanced Graph Neural Networks
- Stochastic Gradient Optimization Techniques
- Mobile Crowdsensing and Crowdsourcing
- Cooperative Communication and Network Coding
Chungbuk National University
2023-2025
Federated learning (FL) is a machine system that allows network of devices to train model without centralized data. This characteristic makes FL an ideal choice for or deep using user data while maintaining privacy. Many applications, such as autonomous vehicles adapt pedestrian behavior and smart healthcare devices, require be performed in edge computing environments. However, the performance environments has received limited research attention, previous studies have not comprehensively...
10.1109/access.2023.3262945
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EN
cc-by
IEEE Access
2023-01-01
10.1109/access.2025.3542772
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EN
cc-by-nc-nd
IEEE Access
2025-01-01
10.1016/j.future.2024.04.047
article
EN
Future Generation Computer Systems
2024-05-01
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