Articles with "differential private" as a keyword



DPNM: A Differential Private Notary Mechanism for Privacy Preservation in Cross-Chain Transactions

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Published in 2025 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2025.3527357

Abstract: Notary cross-chain transaction technologies have obtained broad affirmation from industry and academia as they can avoid data islands and enhance chain interoperability. However, the increased privacy concern in data sharing makes the participants hesitate to… read more here.

Keywords: private notary; differential private; cross chain; privacy ... See more keywords

Differential Private Federated Learning in Geographically Distributed Public Administration Processes

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Published in 2024 at "Future Internet"

DOI: 10.3390/fi16070220

Abstract: Public administration frequently deals with geographically scattered personal data between multiple government locations and organizations. As digital technologies advance, public administration is increasingly relying on collaborative intelligence while protecting individual privacy. In this context, federated… read more here.

Keywords: differential private; privacy; private federated; administration ... See more keywords