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» Privacy Challenges for Database Systems
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STORAGESS
2006
ACM
14 years 4 months ago
The case for semantic aware remote replication
This paper argues that the network latency due to synchronous replication is no longer tolerable in scenarios where businesses are required by regulation to separate their seconda...
Xiaotao Liu, Gal Niv, Prashant J. Shenoy, K. K. Ra...
CIDR
2007
79views Algorithms» more  CIDR 2007»
13 years 12 months ago
Beyond Just Data Privacy
We argue that designing a system that “guarantees” the privacy of its information may not be enough. One must also consider the price for providing that protection: For exampl...
Bob Mungamuru, Hector Garcia-Molina
SAC
2006
ACM
14 years 4 months ago
Towards value disclosure analysis in modeling general databases
The issue of confidentiality and privacy in general databases has become increasingly prominent in recent years. A key element in preserving privacy and confidentiality of sensi...
Xintao Wu, Songtao Guo, Yingjiu Li
KDD
2003
ACM
210views Data Mining» more  KDD 2003»
14 years 10 months ago
Privacy-preserving k-means clustering over vertically partitioned data
Privacy and security concerns can prevent sharing of data, derailing data mining projects. Distributed knowledge discovery, if done correctly, can alleviate this problem. The key ...
Jaideep Vaidya, Chris Clifton
SIGMOD
2010
ACM
236views Database» more  SIGMOD 2010»
14 years 3 months ago
Differentially private aggregation of distributed time-series with transformation and encryption
We propose PASTE, the first differentially private aggregation algorithms for distributed time-series data that offer good practical utility without any trusted server. PASTE add...
Vibhor Rastogi, Suman Nath