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...

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Veröffentlicht in:	2025 8th International Conference on Circuit, Power & Computing Technologies (ICCPCT) S. 1803 - 1808
Hauptverfasser:	Rao, Vijayendra Vittal, Thota, Kishore, Vedagiri, Venkata Subramanya, Bellamkonda, Mohan Krishna, Gupta, Meenu
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 07.08.2025
Schlagworte:	Accuracy Big Data Big Data Analytics Data models Diabetes Differential privacy Federated learning Medical services Predictive analytics Privacy-Preserving Protection Security Smart Healthcare
Online-Zugang:	Volltext
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