Kun Liu

According to our database, Kun Liu authored at least 25 papers between 2003 and 2013.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2013

Breaching Euclidean distance-preserving data perturbation using few known inputs.

Chris Giannella, Kun Liu, Hillol Kargupta

Data Knowl. Eng., 2013

2011

Privacy-aware data management in information networks.

Michael Hay, Kun Liu, Gerome Miklau, Jian Pei, Evimaria Terzi

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Large-scale behavioral targeting with a social twist.

Kun Liu, Lei Tang

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

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

Theodoros Lappas, Kun Liu, Evimaria Terzi

Proceedings of the Social Network Data Analytics, 2011

2010

A Survey of Privacy-Preservation of Graphs and Social Networks.

Xintao Wu, Xiaowei Ying, Kun Liu, Lei Chen

Proceedings of the Managing and Mining Graph Data, 2010

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

Kun Liu, Evimaria Terzi

ACM Trans. Knowl. Discov. Data, 2010

Toward Identity Anonymization in Social Networks.

Kenneth L. Clarkson, Kun Liu, Evimaria Terzi

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009

On the Privacy of Euclidean Distance Preserving Data Perturbation

Chris Giannella, Kun Liu, Hillol Kargupta

CoRR, 2009

Highlighting Diverse Concepts in Documents.

Kun Liu, Evimaria Terzi, Tyrone Grandison

Proceedings of the SIAM International Conference on Data Mining, 2009

Finding a team of experts in social networks.

Theodoros Lappas, Kun Liu, Evimaria Terzi

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Enabling Privacy as a Fundamental Construct for Social Networks.

E. Michael Maximilien, Tyrone Grandison, Kun Liu, Tony Sun, Dwayne Richardson, Sherry Guo

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008

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

Kun Liu, Chris Giannella, Hillol Kargupta

Proceedings of the Privacy-Preserving Data Mining - Models and Algorithms, 2008

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

Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta

IEEE Trans. Knowl. Data Eng., 2008

ManyAspects: a system for highlighting diverse concepts in documents.

Kun Liu, Evimaria Terzi, Tyrone Grandison

Proc. VLDB Endow., 2008

Towards identity anonymization on graphs.

Kun Liu, Evimaria Terzi

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Privacy-Preserving Data Analysis on Graphs and Social Networks.

Kun Liu, Kamalika Das, Tyrone Grandison, Hillol Kargupta

Proceedings of the Next Generation of Data Mining., 2008

2007

Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework.

Hillol Kargupta, Kamalika Das, Kun Liu

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

2006

Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining.

Kun Liu, Hillol Kargupta, Jessica Ryan

IEEE Trans. Knowl. Data Eng., 2006

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

Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta

SIGKDD Explor., 2006

Clustering distributed data streams in peer-to-peer environments.

Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta

Inf. Sci., 2006

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

Kun Liu, Chris Giannella, Hillol Kargupta

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

2004

VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring.

Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy

Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data.

Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

2003

Privacy Sensitive Distributed Data Mining from Multi-party Data.

Hillol Kargupta, Kun Liu, Jessica Ryan

Proceedings of the Intelligence and Security Informatics, First NSF/NIJ Symposium, 2003

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

Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003