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CRYPTO
2008
Springer
93views Cryptology» more  CRYPTO 2008»
15 years 8 months ago
Distributed Private Data Analysis: Simultaneously Solving How and What
We examine the combination of two directions in the field of privacy concerning computations over distributed private inputs
Amos Beimel, Kobbi Nissim, Eran Omri
ACSW
2007
15 years 7 months ago
The motivation and proposition of a privacy-enhancing architecture for operational databases
To date, research has focussed on privacy from a wide perspective, enabling organisations to implement various technologies that contribute to privacy protection. However, in such...
Kirsten Wahlstrom, Gerald Quirchmayr
SDM
2007
SIAM
195views Data Mining» more  SDM 2007»
15 years 7 months ago
On Anonymization of String Data
String data is especially important in the privacy preserving data mining domain because most DNA and biological data is coded as strings. In this paper, we will discuss a new met...
Charu C. Aggarwal, Philip S. Yu
ICDE
2008
IEEE
124views Database» more  ICDE 2008»
16 years 7 months ago
Privacy: Theory meets Practice on the Map
In this paper, we propose the first formal privacy analysis of a data anonymization process known as the synthetic data generation, a technique becoming popular in the statistics c...
Ashwin Machanavajjhala, Daniel Kifer, John M. Abow...
KDD
2008
ACM
175views Data Mining» more  KDD 2008»
16 years 6 months ago
Geocode Matching and Privacy Preservation
Geocoding is the process of matching addresses to geographic locations, such as latitudes and longitudes, or local census areas. In many applications, addresses are the key to geo-...
Peter Christen