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Jaideep Vaidya

Papers on DiSC'06


Privacy - preserving top-k queries

Knowledge discovery from transportation network data

Publications


Note: Links lead to the DBLP on the Web.

Jaideep Vaidya

Hwanjo Yu , Jaideep Vaidya, Xiaoqian Jiang : Privacy-Preserving SVM Classification on Vertically Partitioned Data. PAKDD 2006 : 647-656

Jaideep Vaidya, Chris Clifton : Privacy-Preserving Decision Trees over Vertically Partitioned Data. DBSec 2005 : 139-152

Wei Jiang , Jaideep Vaidya, Zahir Balaporia , Chris Clifton , Brett Banich : Knowledge Discovery from Transportation Network Data. ICDE 2005 : 1061-1072

Jaideep Vaidya, Chris Clifton : Privacy-Preserving Top-K Queries. ICDE 2005 : 545-546

Vandana Pursnani Janeja , Vijayalakshmi Atluri , Jaideep Vaidya, Nabil R. Adam : Collusion Set Detection Through Outlier Discovery. ISI 2005 : 1-13

Jaideep Vaidya, Chris Clifton : Secure set intersection cardinality with application to association rule mining. Journal of Computer Security 13 (4): 593-622 (2005)

Chris Clifton , Murat Kantarcioglu , AnHai Doan , Gunther Schadow , Jaideep Vaidya, Ahmed K. Elmagarmid , Dan Suciu : Privacy-preserving data integration and sharing. DMKD 2004 : 19-26

Jaideep Vaidya, Chris Clifton : Privacy-Preserving Outlier Detection. ICDM 2004 : 233-240

Jaideep Vaidya, Chris Clifton : Privacy Preserving Naïve Bayes Classifier for Vertically Partitioned Data. SDM 2004

Jaideep Vaidya, Chris Clifton : Privacy-Preserving Data Mining: Why, How, and When. IEEE Security & Privacy 2 (6): 19-27 (2004)

Jaideep Vaidya, Chris Clifton : Privacy-preserving k -means clustering over vertically partitioned data. KDD 2003 : 206-215

Jaideep Vaidya, Chris Clifton : Leveraging the "Multi" in secure multi-party computation. WPES 2003 : 53-59

Jaideep Vaidya, Chris Clifton : Privacy preserving association rule mining in vertically partitioned data. KDD 2002 : 639-644

Chris Clifton , Murat Kantarcioglu , Jaideep Vaidya, Xiaodong Lin , Michael Y. Zhu : Tools for Privacy Preserving Data Mining. SIGKDD Explorations 4 (2): 28-34 (2002)

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