Differential privacy based on importance weighting

DOI10.1007/s10994-013-5396-xzbMath1293.68082OpenAlexW2115358662WikidataQ37524384 ScholiaQ37524384MaRDI QIDQ399916

Charles Elkan, Zhanglong Ji

Publication date: 20 August 2014

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-013-5396-x

zbMATH Keywords

privacydifferential privacyimportance weighting

Mathematics Subject Classification ID

Authentication, digital signatures and secret sharing (94A62) General topics in the theory of data (68P01)

Uses Software

• UCI-ml
• arules
• PrivateLR

Cites Work

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• Monte Carlo sampling methods using Markov chains and their applications
• Theory of Cryptography
• Differential Privacy

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