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Research article

First published 2024-9

Classify Mental Stress Levels With Privacy-Preserving Machine Learning

Bingyi Su, Liwei Qing, Lu Lu [...]

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2023-7

An efficient intrusion detection method using federated transfer learning and support vector machine with privacy-preserving

Weifei Wu, Yanhui Zhang

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

Privacy-Preserving,Multi-Objective Whale-Bat Optimized XGBoost for Early Diagnosis of Insulin Resistance in Non-Diabetic Women: Development and Validation Using NHANES 2007–2020

Mohammad Othman Nassar

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2021-07-28

Federated transfer learning: Concept and applications

Sudipan Saha, Tahir Ahmad

Intelligenza Artificiale

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Research article

First published 2025-12

Enhancing Data Privacy in Human Factors Studies with Federated Learning

Bingyi Su, Liwei Qing, Lu Lu [...]

Human Factors: The Journal of the Human Factors and Ergonomics Society

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Research article

First published 2018-6-7

EPSLP: Efficient and privacy-preserving single-layer perceptron learning in cloud computing

Jingjing Wang, Xiaoyu Zhang, Xiaoling Tao [...]

Journal of High Speed Networks

Open access

Research article

First published 2025

Federated learning and differential privacy: Machine learning and deep learning for biomedical image data classification

Sobia Wassan, Liudajun, Han Ying [...]

DIGITAL HEALTH

Open access

Research article

First published 2025

Balancing privacy and performance in healthcare: A federated learning framework for sensitive data

Fatima Tanveer, Faisal Iradat, Waseem Iqbal [...]

DIGITAL HEALTH

Open access

Research article

First published 2020-5

IFed: A novel federated learning framework for local differential privacy in Power Internet of Things

Hui Cao, Shubo Liu, Renfang Zhao [...]

International Journal of Distributed Sensor Networks

Open access

Research article

First published 2022

Federated learning for preserving data privacy in collaborative healthcare research

Tyler J Loftus, Matthew M Ruppert, Benjamin Shickel [...]

DIGITAL HEALTH

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