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MIDDLEWARE
2010
Springer
14 years 9 months ago
Anonygator: Privacy and Integrity Preserving Data Aggregation
Abstract. Data aggregation is a key aspect of many distributed applications, such as distributed sensing, performance monitoring, and distributed diagnostics. In such settings, use...
Krishna P. N. Puttaswamy, Ranjita Bhagwan, Venkata...
ETFA
2005
IEEE
15 years 4 months ago
A security architecture for data privacy and security
Data access and software exchange are often achieved over insecure networks such as the public Internet. System designers are therefore forced to be proactive with regard to verif...
Alfred C. Weaver
MDM
2004
Springer
15 years 4 months ago
Enabling Context-Aware and Privacy-Conscious User Data Sharing
This paper provides detail on two key components of the Houdini framework under development at Bell Labs, that enable context-aware and privacy-conscious user data sharing appropr...
Richard Hull, Bharat Kumar, Daniel F. Lieuwen, Pet...
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SDM
2008
SIAM
177views Data Mining» more  SDM 2008»
15 years 16 days ago
Practical Private Computation and Zero-Knowledge Tools for Privacy-Preserving Distributed Data Mining
In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...
Yitao Duan, John F. Canny
ICDM
2007
IEEE
116views Data Mining» more  ICDM 2007»
15 years 5 months ago
Privacy-Preserving k-NN for Small and Large Data Sets
It is not surprising that there is strong interest in kNN queries to enable clustering, classification and outlierdetection tasks. However, previous approaches to privacypreservi...
Artak Amirbekyan, Vladimir Estivill-Castro