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» Performance Measurements for Privacy Preserving Data Mining
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ICDE
2007
IEEE
143views Database» more  ICDE 2007»
16 years 3 months ago
Hiding in the Crowd: Privacy Preservation on Evolving Streams through Correlation Tracking
We address the problem of preserving privacy in streams, which has received surprisingly limited attention. For static data, a well-studied and widely used approach is based on ra...
Feifei Li, Jimeng Sun, Spiros Papadimitriou, Georg...
DMKD
2003
ACM
151views Data Mining» more  DMKD 2003»
15 years 7 months ago
Assuring privacy when big brother is watching
Homeland security measures are increasing the amount of data collected, processed and mined. At the same time, owners of the data raised legitimate concern about their privacy and...
Murat Kantarcioglu, Chris Clifton
106
Voted
ECAI
2004
Springer
15 years 7 months ago
Inference Attacks in Peer-to-Peer Homogeneous Distributed Data Mining
Spontaneous formation of peer-to-peer agent-based data mining systems seems a plausible scenario in years to come. However, the emergence of peer-to-peer environments further exace...
Josenildo Costa da Silva, Matthias Klusch, Stefano...
KDD
2008
ACM
162views Data Mining» more  KDD 2008»
16 years 2 months ago
Composition attacks and auxiliary information in data privacy
Privacy is an increasingly important aspect of data publishing. Reasoning about privacy, however, is fraught with pitfalls. One of the most significant is the auxiliary informatio...
Srivatsava Ranjit Ganta, Shiva Prasad Kasiviswanat...
126
Voted
USS
2010
14 years 11 months ago
PrETP: Privacy-Preserving Electronic Toll Pricing
Current Electronic Toll Pricing (ETP) implementations rely on on-board units sending fine-grained location data to the service provider. We present , a privacy-preserving ETP syst...
Josep Balasch, Alfredo Rial, Carmela Troncoso, Bar...