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CORR
2010
Springer
61views Education» more  CORR 2010»
13 years 7 months ago
Utility and Privacy of Data Sources: Can Shannon Help Conceal and Reveal Information?
Abstract-- The problem of private information "leakage" (inadvertently or by malicious design) from the myriad large centralized searchable data repositories drives the n...
Lalitha Sankar, S. Raj Rajagopalan, H. Vincent Poo...
IPPS
2006
IEEE
14 years 1 months ago
Shubac: a searchable P2P network utilizing dynamic paths for client/server anonymity
A general approach to achieve anonymity on P2P networks is to construct an indirect path between client and server for each data transfer. The indirection, together with randomnes...
A. Brodie, Cheng-Zhong Xu, Weisong Shi
COMSNETS
2012
183views more  COMSNETS 2012»
12 years 3 months ago
Effects of network trace sampling methods on privacy and utility metrics
—Researchers choosing to share wireless-network traces with colleagues must first anonymize sensitive information, trading off the removal of information in the interest of iden...
Phil Fazio, Keren Tan, David Kotz
PVLDB
2010
95views more  PVLDB 2010»
13 years 5 months ago
Small Domain Randomization: Same Privacy, More Utility
Random perturbation is a promising technique for privacy preserving data mining. It retains an original sensitive value with a certain probability and replaces it with a random va...
Rhonda Chaytor, Ke Wang
AINA
2010
IEEE
14 years 17 days ago
GEPETO: A GEoPrivacy-Enhancing TOolkit
Abstract—A geolocalised system generally belongs to an individual and as such knowing its location reveals the location of its owner, which is a direct threat against his privacy...
Sébastien Gambs, Marc-Olivier Killijian, Mi...