Sage Journals: Discover world-class research

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Research article

First published 2022-5

Optimal vocabulary selection approaches for privacy-preserving deep NLP model training for information extraction and cancer epidemiology

Hong-Jun Yoon, Christopher Stanley, J. Blair Christian [...]

Cancer Biomarkers

Free access

Research article

First published 2024-2

Privacy preservation using optimized Federated Learning: A critical survey

Yogita Sachin Narule, Kalpana Sunil Thakre

Intelligent Decision Technologies

Retricted access

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 2022

Federated learning for preserving data privacy in collaborative healthcare research

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

DIGITAL HEALTH

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 2026

SYNNER synthetic data generator framework

Hegler Tissot, Justin Moore, Eric Benton [...]

DIGITAL HEALTH

Retricted access

Research article

First published 2025-7

Emotional privacy-preserving of speech based on generative adversarial networks

Jinsen Lin, Zhiqiang Yao, Biao Jin [...]

Intelligent Data Analysis: An International Journal

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

Retricted access

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

Open access

Research article

First published 2022-10

Federated Learning in Dentistry: Chances and Challenges

R. Rischke, L. Schneider, K. Müller [...]

Journal of Dental Research

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