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FC
2009
Springer
67views Cryptology» more  FC 2009»
13 years 9 months ago
Privacy-Preserving Classifier Learning
We present an efficient protocol for the privacy-preserving, distributed learning of decision-tree classifiers. Our protocol allows a user to construct a classifier on a database h...
Justin Brickell, Vitaly Shmatikov
ICDM
2009
IEEE
172views Data Mining» more  ICDM 2009»
14 years 9 days ago
Fine-Grain Perturbation for Privacy Preserving Data Publishing
— Recent work [12] shows that conventional privacy preserving publishing techniques based on anonymity-groups are susceptible to corruption attacks. In a corruption attack, if th...
Rhonda Chaytor, Ke Wang, Patricia Brantingham
ISW
2005
Springer
13 years 11 months ago
A Privacy Preserving Rental System
Abstract. Rental records contain much sensitive information on individuals, so if abused by the rental service providers, user privacy could be jeopardized. To mitigate this concer...
Yanjiang Yang, Beng Chin Ooi
HICSS
2008
IEEE
148views Biometrics» more  HICSS 2008»
14 years 3 days ago
Consumer-Centric and Privacy-Preserving Identity Management for Distributed E-Health Systems
A new framework of privacy-preserving identity management for distributed e-Health systems is proposed. Utilizing a consumer-centric approach, the healthcare consumer maintains a ...
Richard Au, Peter Croll
ISI
2004
Springer
13 years 11 months ago
Privacy-Preserving Inter-database Operations
Abstract. We present protocols for distributed computation of relational intersections and equi-joins such that each site gains no information about the tuples at the other site th...
Gang Liang, Sudarshan S. Chawathe