Privacy-Preserving Federated Learning for Big Data Analytics in Smart Healthcare

With the digital transformation of healthcare, vast amounts of data are generated, enabling predictive analytics and personalized care. However, centralizing this data introduces serious privacy risks governed by HIPAA and GDPR. To address these concerns, this paper presents a privacy-preserving fed...

Full description

Bibliographic Details

Published in:	2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT) pp. 1803 - 1808
Main Authors:	Rao, Vijayendra Vittal, Thota, Kishore, Vedagiri, Venkata Subramanya, Bellamkonda, Mohan Krishna, Gupta, Meenu
Format:	Conference Proceeding
Language:	English
Published:	IEEE 07.08.2025
Subjects:	Accuracy Big Data Big Data Analytics Data models Diabetes Differential privacy Federated learning Medical services Predictive analytics Privacy-Preserving Protection Security Smart Healthcare
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!