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130
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SSD
2009
Springer
126views Database» more  SSD 2009»
15 years 10 months ago
A Location Privacy Aware Friend Locator
A location-based service called friend-locator notifies a user if the user is geographically close to any of the user’s friends. Services of this kind are getting increasingly p...
Laurynas Siksnys, Jeppe R. Thomsen, Simonas Salten...
116
Voted
DNIS
2007
Springer
93views Database» more  DNIS 2007»
15 years 5 months ago
Location Privacy in Geospatial Decision-Making
Geospatial data-sets are becoming commonplace in many application domains, especially in the area of decision-making. Current state-of-the-art in geospatial systems either lack the...
Cyrus Shahabi, Ali Khoshgozaran
156
Voted
SIGMOD
2011
ACM
283views Database» more  SIGMOD 2011»
14 years 6 months ago
iReduct: differential privacy with reduced relative errors
Prior work in differential privacy has produced techniques for answering aggregate queries over sensitive data in a privacypreserving way. These techniques achieve privacy by addi...
Xiaokui Xiao, Gabriel Bender, Michael Hay, Johanne...
139
Voted
ICDM
2007
IEEE
138views Data Mining» more  ICDM 2007»
15 years 7 months ago
Preserving Privacy through Data Generation
Many databases will not or can not be disclosed without strong guarantees that no sensitive information can be extracted. To address this concern several data perturbation techniq...
Jilles Vreeken, Matthijs van Leeuwen, Arno Siebes
136
Voted
TDP
2010
166views more  TDP 2010»
14 years 10 months ago
Communication-Efficient Privacy-Preserving Clustering
The ability to store vast quantities of data and the emergence of high speed networking have led to intense interest in distributed data mining. However, privacy concerns, as well ...
Geetha Jagannathan, Krishnan Pillaipakkamnatt, Reb...