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SIGMOD
2012
ACM
220views Database» more  SIGMOD 2012»
12 years 9 days ago
GUPT: privacy preserving data analysis made easy
It is often highly valuable for organizations to have their data analyzed by external agents. However, any program that computes on potentially sensitive data risks leaking inform...
Prashanth Mohan, Abhradeep Thakurta, Elaine Shi, D...
FC
2009
Springer
150views Cryptology» more  FC 2009»
14 years 4 months ago
Privacy-Preserving Information Markets for Computing Statistical Data
Abstract. Consider an “information market” where private and potentially sensitive data are collected, treated as commodity and processed into aggregated information with comme...
Aggelos Kiayias, Bülent Yener, Moti Yung
ICDE
2009
IEEE
168views Database» more  ICDE 2009»
14 years 11 months ago
Privacy-Preserving Singular Value Decomposition
Abstract-- In this paper, we propose secure protocols to perform Singular Value Decomposition (SVD) for two parties over horizontally and vertically partitioned data. We propose va...
Shuguo Han, Wee Keong Ng, Philip S. Yu
MOBIQUITOUS
2007
IEEE
14 years 4 months ago
Privacy-Preserving Detection of Sybil Attacks in Vehicular Ad Hoc Networks
— Vehicular ad hoc networks (VANETs) are being advocated for traffic control, accident avoidance, and a variety of other applications. Security is an important concern in VANETs...
Tong Zhou, Romit Roy Choudhury, Peng Ning, Krishne...
DMIN
2006
138views Data Mining» more  DMIN 2006»
13 years 11 months ago
Quantification of a Privacy Preserving Data Mining Transformation
Data mining, with its promise to extract valuable, previously unknown and potentially useful patterns or knowledge from large data sets that contain private information is vulnerab...
Mohammed Ketel