Intellectual Property India Publishes Patent Application for 'Privacy-Preserving Distributed Clustering Framework By Means Of Secure Federated Learning Procedures' Filed by CVR College Of Engineering

MUMBAI, India, Jan. 2 -- Intellectual Property India has published a patent application (202541122478 A) filed by CVR College Of Engineering, Hyderabad, Telangana, on Dec. 5, 2025, for 'privacy-preserving distributed clustering framework by means of secure federated learning procedures..'

Inventor(s) include Lnc. Prakash K.

The application for the patent was published on Jan. 2, under issue no. 01/2026.

According to the abstract released by the Intellectual Property India: "The invention delivers a privacy-preserving distributed clustering basis using protected federated learning proprieties. Numerous distributed clients collaboratively accomplish clustering without distribution of raw data. Every client behavior local clustering and communicates encrypted or privacy-masked cluster numbers to a central aggregator. The outline mixes homomorphic encryption, differential privacy, secure multi-party calculation, and secure aggregation methods to ensure strong privacy and defense in contrast to implication attacks. The aggregator calculates global cluster centroids directly from protected updates and reallocates them to clients for iterative modification. The arrangement supports diverse, non-IID data sources and is relevant to healthcare, finance, IoT, and cross-enterprise data mining. The discovery permits protected, ascendable, and regulation-compliant clustering with better accuracy and robust privacy assurances."

Disclaimer: Curated by HT Syndication.