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A framework for privacy preserving statistical analysis on distributed databases
2012
2012 IEEE International Workshop on Information Forensics and Security (WIFS)
Alice and Bob are mutually untrusting curators who possess separate databases containing information about a set of respondents. This data is to be sanitized and published to enable accurate statistical analysis, while retaining the privacy of the individual respondents in the databases. Further, an adversary who looks at the published data must not even be able to compute statistical measures on it. Only an authorized researcher should be able to compute marginal and joint statistics. This
doi:10.1109/wifs.2012.6412626
dblp:conf/wifs/LinWR12
fatcat:giu5z2vhvrgkphowyxk6ncm7fi