상세 보기
자료 필터
자료유형
발행연도
2020 ~ 2026
2020 2026
키워드
언어
전체 128건 중 21번부터 30번까지의 결과를 표시합니다.
2025
Article
Moving Conditional GAN Close to Data: Synthetic Tabular Data Generation and its Experimental Evaluation
- 2025-06
- IEEE Transactions on Big Data
- Institute of Electrical and Electronics Engineers Inc.
Article
A new lightweight deep learning model optimized with pruning and dynamic quantization to detect freezing gait on wearable devices
- Yi, Myung-Kyu ;
- Hwang, Seong Oun
- 2025-06
- Computers in Biology and Medicine
- Elsevier Ltd
Article
A Comprehensive Analysis of Privacy-Preserving Solutions Developed for IoT-Based Systems and Applications
- Majeed, Abdul ;
- Patni, Sakshi ;
- Hwang, Seong Oun
- 2025-05
- ELECTRONICS
- MDPI
Article
AuGQ: Augmented quantization granularity to overcome accuracy degradation for sub-byte quantized deep neural networks
- Mujtaba, Ahmed ;
- Lee, Wai Kong ;
- Ko, Byoung Chul ;
- Chang, Hyung Jin ;
- Hwang, Seong Oun
- 2025-05
- Applied Intelligence
- Springer
Article
Data Compactness Versus Prediction Performance: Achieving Both by Pruning Redundant Samples With Dominant Patterns and Hamming Distance Based Sampling Scheme
- 2025-05
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
An Optimal Two-Step Approach for Defense Against Poisoning Attacks in Federated Learning
- Ali, Yasir ;
- Han, Kyung Hyun ;
- Majeed, Abdul ;
- Lim, Joon S. ;
- Hwang, Seong Oun
- 2025-04
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
When Poor-Quality Data Meet Anonymization Models: Threats and Countermeasures
- 2025-03
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Article
The Dual Role of Machine Learning in Data Anonymization: Top 10 Benefits and Risks
- 2025-03
- IEEE Security and Privacy
- IEEE COMPUTER SOC
Article
Synthetic Data: A New Frontier for Democratizing Artificial Intelligence and Data Access
- 2025-02
- Computer
- IEEE COMPUTER SOC
Article
Solving Truthfulness-Privacy Trade-Off in Mixed Data Outsourcing by Using Data Balancing and Attribute Correlation-Aware Differential Privacy
- 2025-02
- IEEE Access
- IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC