Articles with "towards private" as a keyword



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Towards Private Learning on Decentralized Graphs With Local Differential Privacy

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Published in 2022 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2022.3198283

Abstract: Many real-world networks are inherently decentralized. For example, in social networks, each user maintains a local view of a social graph, such as a list of friends and her profile. It is typical to collect… read more here.

Keywords: towards private; learning decentralized; local differential; privacy ... See more keywords