Homeland security and privacy sensitive data mining from multi-party distributed resources. - Hillol Kargupta; Kun Liu 001; Souptik Datta; Jessica Ryan; Krishnamoorthy Sivakumar (FUZZ-IEEE, 2003)

Privacy Sensitive Distributed Data Mining from Multi-party Data. - Hillol Kargupta; Kun Liu 001; Jessica Ryan (ISI, 2003)

Communication Efficient Construction of Decision Trees Over Heterogeneously Distributed Data. - Chris Giannella; Kun Liu 001; Todd Olsen; Hillol Kargupta (ICDM, 2004)

VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring. - Hillol Kargupta; Ruchita Bhargava; Kun Liu 001; Michael Powers; Patrick Blair; Samuel Bushra; James Dull; Kakali Sarkar; Martin Klein 002; Mitesh Vasa; David Handy (SDM, 2004)

An Attacker's View of Distance Preserving Maps for Privacy Preserving Data Mining. - Kun Liu 001; Chris Giannella; Hillol Kargupta (PKDD, 2006)

Clustering distributed data streams in peer-to-peer environments. - Sanghamitra Bandyopadhyay; Chris Giannella; Ujjwal Maulik; Hillol Kargupta; Kun Liu 001; Souptik Datta (Inf. Sci., 2006)

Client-side web mining for community formation in peer-to-peer environments. - Kun Liu 001; Kanishka Bhaduri; Kamalika Das; Phuong Nguyen; Hillol Kargupta (SIGKDD Explor., 2006)

Random Projection-Based Multiplicative Data Perturbation for Privacy Preserving Distributed Data Mining. - Kun Liu 001; Hillol Kargupta; Jessica Ryan (IEEE Trans. Knowl. Data Eng., 2006)

Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework. - Hillol Kargupta; Kamalika Das; Kun Liu 001 (PKDD, 2007)

Privacy-Preserving Data Analysis on Graphs and Social Networks. - Kun Liu 001; Kamalika Das; Tyrone Grandison; Hillol Kargupta (Next Generation of Data Mining, 2008)

Towards identity anonymization on graphs. - Kun Liu 001; Evimaria Terzi (SIGMOD Conference, 2008)

ManyAspects: a system for highlighting diverse concepts in documents. - Kun Liu 001; Evimaria Terzi; Tyrone Grandison (Proc. VLDB Endow., 2008)

Distributed Identification of Top-l Inner Product Elements and its Application in a Peer-to-Peer Network. - Kamalika Das; Kanishka Bhaduri; Kun Liu 001; Hillol Kargupta (IEEE Trans. Knowl. Data Eng., 2008)

A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods. - Kun Liu 001; Chris Giannella; Hillol Kargupta (Privacy-Preserving Data Mining, 2008)

Enabling Privacy as a Fundamental Construct for Social Networks. - E. Michael Maximilien; Tyrone Grandison; Kun Liu 001; Tony Sun; Dwayne Richardson; Sherry Guo (CSE (4), 2009)

Finding a team of experts in social networks. - Theodoros Lappas; Kun Liu 001; Evimaria Terzi (KDD, 2009)

Highlighting Diverse Concepts in Documents. - Kun Liu 001; Evimaria Terzi; Tyrone Grandison (SDM, 2009)

On the Privacy of Euclidean Distance Preserving Data Perturbation - Chris Giannella; Kun Liu 001; Hillol Kargupta (CoRR, 2009)

Toward Identity Anonymization in Social Networks. - Kenneth L. Clarkson; Kun Liu 001; Evimaria Terzi (Link Mining, 2010)

A Framework for Computing the Privacy Scores of Users in Online Social Networks. - Kun Liu 001; Evimaria Terzi (ACM Trans. Knowl. Discov. Data, 2010)

A Survey of Privacy-Preservation of Graphs and Social Networks. - Xintao Wu; Xiaowei Ying; Kun Liu 001; Lei Chen 002 (Managing and Mining Graph Data, 2010)

A Survey of Algorithms and Systems for Expert Location in Social Networks. - Theodoros Lappas; Kun Liu 001; Evimaria Terzi (Social Network Data Analytics, 2011)

Large-scale behavioral targeting with a social twist. - Kun Liu 001; Lei Tang 001 (CIKM, 2011)

Privacy-aware data management in information networks. - Michael Hay; Kun Liu 001; Gerome Miklau; Jian Pei 001; Evimaria Terzi (SIGMOD Conference, 2011)

Breaching Euclidean distance-preserving data perturbation using few known inputs. - Chris Giannella; Kun Liu 001; Hillol Kargupta (Data Knowl. Eng., 2013)