Kun Liu

Publication Activity (10 Years)

Years Active: 2003-2013
Publications (10 Years): 0

Top Topics

Data Perturbation

Dimension Reduction

Distance Preserving

Top Venues

Data Knowl. Eng.

Publications

Chris Giannella, Kun Liu, Hillol Kargupta
Breaching Euclidean distance-preserving data perturbation using few known inputs. Data Knowl. Eng. 83 (2013)
Michael Hay, Kun Liu, Gerome Miklau, Jian Pei, Evimaria Terzi
Privacy-aware data management in information networks. SIGMOD Conference (2011)
Kun Liu, Evimaria Terzi
A Framework for Computing the Privacy Scores of Users in Online Social Networks. ACM Trans. Knowl. Discov. Data 5 (1) (2010)
Kun Liu, Evimaria Terzi
A Framework for Computing the Privacy Scores of Users in Online Social Networks. ICDM (2009)
Chris Giannella, Kun Liu, Hillol Kargupta
On the Privacy of Euclidean Distance Preserving Data Perturbation CoRR (2009)
Kun Liu, Evimaria Terzi, Tyrone Grandison
Highlighting Diverse Concepts in Documents. SDM (2009)
E. Michael Maximilien, Tyrone Grandison, Kun Liu, Tony Sun, Dwayne Richardson, Sherry Guo
Enabling Privacy as a Fundamental Construct for Social Networks. CSE (4) (2009)
Theodoros Lappas, Kun Liu, Evimaria Terzi
Finding a team of experts in social networks. KDD (2009)
Kun Liu, Evimaria Terzi, Tyrone Grandison
ManyAspects: a system for highlighting diverse concepts in documents. Proc. VLDB Endow. 1 (2) (2008)
Kun Liu, Evimaria Terzi
Towards identity anonymization on graphs. SIGMOD Conference (2008)
Kamalika Das, Kanishka Bhaduri, Kun Liu, Hillol Kargupta
Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network. IEEE Trans. Knowl. Data Eng. 20 (4) (2008)
Hillol Kargupta, Kamalika Das, Kun Liu
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. PKDD (2007)
Kun Liu, Hillol Kargupta, Jessica Ryan
Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining. IEEE Trans. Knowl. Data Eng. 18 (1) (2006)
Kun Liu, Chris Giannella, Hillol Kargupta
An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. PKDD (2006)
Sanghamitra Bandyopadhyay, Chris Giannella, Ujjwal Maulik, Hillol Kargupta, Kun Liu, Souptik Datta
Clustering distributed data streams in peer-to-peer environments. Inf. Sci. 176 (14) (2006)
Kun Liu, Kanishka Bhaduri, Kamalika Das, Phuong Nguyen, Hillol Kargupta
Client-side web mining for community formation in peer-to-peer environments. SIGKDD Explor. 8 (2) (2006)
Hillol Kargupta, Ruchita Bhargava, Kun Liu, Michael Powers, Patrick Blair, Samuel Bushra, James Dull, Kakali Sarkar, Martin Klein, Mitesh Vasa, David Handy
VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring. SDM (2004)
Chris Giannella, Kun Liu, Todd Olsen, Hillol Kargupta
Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. ICDM (2004)
Hillol Kargupta, Kun Liu, Souptik Datta, Jessica Ryan, Krishnamoorthy Sivakumar
Homeland security and privacy sensitive data mining from multi-party distributed resources. FUZZ-IEEE (2003)
Hillol Kargupta, Kun Liu, Jessica Ryan
Privacy Sensitive Distributed Data Mining from Multi-party Data. ISI (2003)