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CORR
2011
Springer
174views Education» more  CORR 2011»
13 years 3 months ago
Distributed Private Data Analysis: On Simultaneously Solving How and What
We examine the combination of two directions in the field of privacy concerning computations over distributed private inputs – secure function evaluation (SFE) and differential...
Amos Beimel, Kobbi Nissim, Eran Omri
KDD
2004
ACM
137views Data Mining» more  KDD 2004»
14 years 8 months ago
When do data mining results violate privacy?
Privacy-preserving data mining has concentrated on obtaining valid results when the input data is private. An extreme example is Secure Multiparty Computation-based methods, where...
Murat Kantarcioglu, Jiashun Jin, Chris Clifton
CTRSA
2009
Springer
179views Cryptology» more  CTRSA 2009»
14 years 3 months ago
Adaptively Secure Two-Party Computation with Erasures
In the setting of multiparty computation a set of parties with private inputs wish to compute some joint function of their inputs, whilst preserving certain security properties (l...
Andrew Y. Lindell
STOC
2005
ACM
132views Algorithms» more  STOC 2005»
14 years 8 months ago
Concurrent general composition of secure protocols in the timing model
In the setting of secure multiparty computation, a set of parties wish to to jointly compute some function of their input (i.e., they wish to securely carry out some distributed t...
Yael Tauman Kalai, Yehuda Lindell, Manoj Prabhakar...
ESORICS
2009
Springer
14 years 9 months ago
Secure Evaluation of Private Linear Branching Programs with Medical Applications
Abstract. Diagnostic and classification algorithms play an important role in data analysis, with applications in areas such as health care, fault diagnostics, or benchmarking. Bran...
Mauro Barni, Pierluigi Failla, Vladimir Kolesnikov...