id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-5259	Naveen Kumar Tuli	Federated Learning-Based Privacy-Preserving Framework for Distributed IoT Networks	2025	12	.pdf	application/pdf	4638	244	38	Since IoT devices often handle sensitive information, such as health data, location data, or personal preferences, ensuring data privacy is crucial to prevent unauthorized access and data breaches. This approach not only ensures data privacy but also reduces communication overhead by limiting the data exchange to model updates rather than raw data.	cache/cana-5259.pdf	txt/cana-5259.txt