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KDD
2008
ACM
134views Data Mining» more  KDD 2008»
14 years 10 months ago
Privacy-preserving cox regression for survival analysis
Privacy-preserving data mining (PPDM) is an emergent research area that addresses the incorporation of privacy preserving concerns to data mining techniques. In this paper we prop...
Shipeng Yu, Glenn Fung, Rómer Rosales, Srir...
INFOCOM
2011
IEEE
13 years 1 months ago
A distributed and privacy preserving algorithm for identifying information hubs in social networks
—This paper addresses the problem of identifying the top-k information hubs in a social network. Identifying topk information hubs is crucial for many applications such as advert...
Muhammad Usman Ilyas, Muhammad Zubair Shafiq, Alex...
PDCAT
2007
Springer
14 years 4 months ago
Privacy Preserving Set Intersection Protocol Secure against Malicious Behaviors
When datasets are distributed on different sources, finding out their intersection while preserving the privacy of the datasets is a widely required task. In this paper, we addre...
Yingpeng Sang, Hong Shen
CANS
2009
Springer
169views Cryptology» more  CANS 2009»
14 years 4 months ago
Privacy-Preserving Relationship Path Discovery in Social Networks
As social networks sites continue to proliferate and are being used for an increasing variety of purposes, the privacy risks raised by the full access of social networking sites ov...
Ghita Mezzour, Adrian Perrig, Virgil D. Gligor, Pa...
HICSS
2008
IEEE
148views Biometrics» more  HICSS 2008»
14 years 4 months 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