Secure Computation of Inner Product of Vectors with Distributed Entries and Its Applications to SVM

DOI10.1007/978-3-319-99807-7_34zbMath1515.68115OpenAlexW2891884011MaRDI QIDQ6108629

Sushmita Ruj, Unnamed Author, Sabyasachi Dutta

Publication date: 30 June 2023

Published in: Information Security Practice and Experience (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-99807-7_34

zbMATH Keywords

inner productsupport vector machinehomomorphic encryptionprivacy preservation

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Modes of computation (nondeterministic, parallel, interactive, probabilistic, etc.) (68Q10) Data encryption (aspects in computer science) (68P25) Privacy of data (68P27)

Cites Work

• Support-vector networks
• On-the-fly multiparty computation on the cloud via multikey fully homomorphic encryption
• Theory of Cryptography
• Privacy preserving data mining

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