Kun Liu

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Distributed Data Mining Bibliography

Hillol Kargupta, Kanishka Bhaduri, Kamalika Das, 2004 .

Generation of Data Mining and Cyber-Enabled Discovery for Innovation ( NGDM ’ 07 ) : Final Report Report Committee :

Philip S. Yu, Timothy W. Finin, C. Faloutsos, 2007 .

Privacy Preserving Issues in Data Publishing

K. Emam, Kun Liu, Dan Zhu, 2015 .

Communication efficient construction of decision trees over heterogeneously distributed data

Kun Liu, Hillol Kargupta, Chris Giannella, 2004, Fourth IEEE International Conference on Data Mining (ICDM'04).

Chapter 1 Privacy-Preserving Data Analysis on Graphs and Social Networks

Kun Liu, 2008 .

A Survey of Algorithms and Systems for Expert Location in Social Networks

Theodoros Lappas, Evimaria Terzi, Kun Liu, 2011, Social Network Data Analytics.

Random projection-based multiplicative data perturbation for privacy preserving distributed data mining

Kun Liu, Hillol Kargupta, Jessica Ryan, 2006, IEEE Transactions on Knowledge and Data Engineering.

Finding a team of experts in social networks

Theodoros Lappas, Evimaria Terzi, Kun Liu, 2009, KDD.

Clustering distributed data streams in peer-to-peer environments

Ujjwal Maulik, Sanghamitra Bandyopadhyay, Kun Liu, 2006, Inf. Sci..

On the Privacy of Euclidean Distance Preserving Data Perturbation pdf

Kun Liu, Hillol Kargupta, Chris Giannella, 2009, ArXiv.

A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods

Kun Liu, Hillol Kargupta, Chris Giannella, 2008, Privacy-Preserving Data Mining.

An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining

Kun Liu, Hillol Kargupta, Chris Giannella, 2006, PKDD.

Towards identity anonymization on graphs

K. Liu, E. Terzi, E. Terzi, 2008, SIGMOD Conference.

Homeland security and privacy sensitive data mining from multi-party distributed resources

Kun Liu, Hillol Kargupta, Krishnamoorthy Sivakumar, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Enabling Privacy as a Fundamental Construct for Social Networks

E. Michael Maximilien, Kun Liu, Tyrone Grandison, 2009, 2009 International Conference on Computational Science and Engineering.

Breaching Euclidean distance-preserving data perturbation using few known inputs

H. Kargupta, Kun Liu, C. Giannella, 2009, Data & Knowledge Engineering.

A Framework for Computing the Privacy Scores of Users in Online Social Networks

Evimaria Terzi, Kun Liu, E. Terzi, 2009, 2009 Ninth IEEE International Conference on Data Mining.

A Survey of Privacy-Preservation of Graphs and Social Networks

Lei Chen, Xiaowei Ying, Xintao Wu, 2010, Managing and Mining Graph Data.

Large-scale behavioral targeting with a social twist

Lei Tang, Kun Liu, Kun Liu, 2011, CIKM '11.

Client-side web mining for community formation in peer-to-peer environments

H. Kargupta, Kanishka Bhaduri, K. Das, 2006, SKDD.

Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network

Kun Liu, Hillol Kargupta, Kanishka Bhaduri, 2008, IEEE Transactions on Knowledge and Data Engineering.

Privacy Sensitive Distributed Data Mining from Multi-party Data

Kun Liu, Hillol Kargupta, Jessica Ryan, 2003, ISI.

Privacy-aware data management in information networks

Jian Pei, Evimaria Terzi, Kun Liu, 2011, SIGMOD '11.

Towards identity anonymization on graphs

Kun Liu, Evimaria Terzi, 2008, SIGMOD Conference.

Privacy-asa-Service : Models , Algorithms , and Results on the Facebook Platform

E. Michael Maximilien, Kun Liu, Tony Sun, 2009 .