2015

Privacy in Social Networks
Traian Marius Truta, Michail Tsikerdekis, Sherali Zeadally
book chapter in “Privacy In a Digital, Networked World,” ISBN: 978-3-319-08469-5, pp. ?? – ??, Springer, 2015.
Book
Preserving Communities in Anonymized Social Networks
Alina Campan, Yasmeen Alufaisan, Traian Marius Truta
Transactions on Data Privacy Journal, Volume 8, Number 1, pp. 55–87, 2015.
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Fast Dominating Sets Algorithms for Social Networks
Alina Campan, Traian Marius Truta, Matthew Beckerich
Modern Artificial Intelligence and Cognitive Science Conference (MAICS 2015), Greensboro, North Carolina, 2015.
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2014

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Privacy-Preserving Assessment of Social Network Data Trustworthiness
Chenyun Dai, Fang-Yu Rao, Traian Marius Truta, Elisa Bertino
International Journal of Cooperative Information Systems, Vol. 23, No. 2, 1441004 (32 pages), 2014.
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Community Detection in Anonymized Social Networks
Alina Campan, Yasmeen Alufaisan, Traian Marius Truta
International Workshop on Privacy and Anonymity in the Information Society (PAIS2014), In Conjunction with 18th International Conference of Extending Database Technology (EDBT), Athens, Greece, 2014.
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2013

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Preservation of Centrality Measures in Anonymized Social Networks
Yasmeen Alufaisan, Alina Campan
International Conference on Social Computing (SocialCom 2013), Washington DC, pp. 486–493, 2013.
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Finding Anomalies in Windows Event Logs using Standard Deviation
John Dwyer, Traian Marius Truta
International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2013), Austin, Texas, pp. 563–570, 2013.
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2012

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Privacy-Preserving Assessment of Social Network Data Trustworthiness
Chenyun Dai, Fang-Yu Rao, Traian Marius Truta, Elisa Bertino
International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2012), Pittsburg, Pennsylvania, pp. 97–106, 2012.
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Preservation of Structural Properties in Anonymized Social Networks
Traian Marius Truta, Alina Campan, Anca Ralescu
International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2012), Pittsburg, Pennsylvania, pp. 619–627, 2012.
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An Overview of P-Sensitive K-Anonymity Models for Microdata Anonymization
Traian Marius Truta, Alina Campan, Xiaoxun Sun
International Journal of Uncertainty, Fuzziness and Knowledge Based Systems, Volume 20, Number 6, pp. 819–837, 2012.
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Efficient Privacy Preserving Protocols for Similarity Join
Bilal Hawashin, Farshad Fotouhi, Traian Marius Truta, William Grosky
Transactions on Data Privacy Journal, Volume 5, Number 1, pp. 297–331, 2012.
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2011

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On-the-Fly Generalization Hierarchies for Numerical Attributes Revisited
Alina Campan, Traian Marius Truta, Nicholas Cooper
VLDB Workshop on Secure Data Management (SDM2011), In Conjunction with the International Conference of Very Large Data Bases (VLDB), Seattle, Washington, pp. 18 – 32, 2011.
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A Privacy Preserving Efficient Protocol for Semantic Similarity Join Using Long String Attributes
Bilal Hawashin, Farshad Fotouhi, Traian Marius Truta
International Workshop on Privacy and Anonymity in the Information Society (PAIS2011), In Conjunction with 14th International Conference of Extending Database Technology (EDBT), ACM International Conference Proceedings Series, Uppsala, Sweden, 2011.
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Centrality Preservation in Anonymized Social Networks
Traian Marius Truta, Alina Campan, Ashley Gasmi, Nicolas Cooper, Andrew Elstun
International Conference on Data Mining (DMIN2011), Las Vegas, Nevada, 2011.
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2010

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P-sensitive K-anonymity with Generalization Constraints
Alina Campan, Traian Marius Truta, Nicholas Cooper
Transactions on Data Privacy Journal, Volume 3, Number 2, pp. 65–89, 2010.
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On-the-Fly Hierarchies for Numerical Attributes in Data Anonymization
Alina Campan, Nicholas Cooper
VLDB Workshop on Secure Data Management (SDM2010), In Conjunction with the International Conference of Very Large Data Bases (VLDB), Singapore, pp. 13 – 25, 2010.
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Avoiding Attribute Disclosure with (Extended) P-Sensitive K-Anonymity Model
Traian Marius Truta, Alina Campan
Annals of Information Systems Journal, Special Issue on Data Mining, Volume 8, pp. 353–373, 2010.
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User-Controlled Generalization Boundaries for P-Sensitive K-Anonymity
Alina Campan, Traian Marius Truta, Nicholas Cooper
ACM Symposium on Applied Computing (SAC2010), Sierre, Switzerland, pp. 1103–1104, 2010.
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2009

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Data and Structural K-Anonymity in Social Networks
Alina Campan, Traian Marius Truta
F. Bonchi et al. (Eds.): PinKDD 2008, Lecture Notes in Computer Science, Volume 5456, Springer, pp. 33 - 54, 2009.
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P-Sensitive K-Anonymity for Social Networks
Roy Ford, Traian Marius Truta, Alina Campan
International Conference on Data Mining (DMIN2009), Las Vegas, Nevada, 2009.
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2008

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A Clustering Approach for Data and Structural Anonymity in Social Networks
Alina Campan, Traian Marius Truta
2nd ACM SIGKDD International Workshop on Privacy, Security, and Trust in KDD (PinKDD2008), In Conjunction with the 14th ACM SIGKDD International Conference in Knowledge Discovery and Data Mining (KDD), Las Vegas, Nevada, 2008 - Yahoo! Research Best Paper Award at PinKDD 2008.
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Enhanced P-Sensitive K-Anonymity Models for Privacy Preserving Data Publishing
Xiaoxun Sun, Hua Wang, Jiuyong Li, Traian Marius Truta
Transactions on Data Privacy Journal, Vol. 1, Issue 2, pp. 53 - 66, 2008.
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(p+, a)-Sensitive k-Anonymity: A New Enhanced Privacy Protection Model
Xiaoxun Sun, Hua Wang, Jiuyong Li, Traian Marius Truta, Ping Li
IEEE International Conference on Computer and Information Technology (CIT2008), Sydney, Australia, pp. 59 - 64, 2008.
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Report on International Workshop on Privacy and Anonymity in the Information Society (PAIS 2008)
Li Xiong, Traian Marius Truta, Farshad Fotouhi
ACM SIGMOD Record, Volume 37, Issue 4, pp. 108 - 111, 2008.
PDF
Proceedings of the 2008 International Workshop on Privacy and Anonymity in Information Society
Farshad Fotouhi, Li Xiong, Traian Marius Truta (Eds.)
PAIS 2008, Nantes, France, March 29, 2008.
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Constrained K-Anonymity: Privacy with Generalization Boundaries
John Miller, Alina Campan, Traian Marius Truta
International Workshop on Practical Preserving Data Mining (P3DM2008), In Conjunction with SIAM Conference on Data Mining (SDM), Atlanta, Georgia, 2008.
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Protecting Privacy in Recorded Conversations
Scot Cunningham, Traian Marius Truta
International Workshop on Privacy and Anonymity in the Information Society (PAIS2008), In Conjunction with 11th International Conference of Extending Database Technology (EDBT), Nantes, France, 2008.
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A Comparison between Local and Global Recoding Algorithms for Achieving Microdata P-Sensitive K-Anonymity
Traian Marius Truta, Alina Campan, Michael Abrinica, John Miller
Acta Universitatis Apulensis, Alba Iulia, Romania, No. 15, pp. 213 - 233, 2008.
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2007

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Generating Microdata with P-Sensitive K-Anonymity Property
Traian Marius Truta, Alina Campan, Paul Meyer
The 4th VLDB Workshop on Secure Data Management (SDM2007), Vienna, Austria, pp. 124 - 141, 2007.
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A Clustering Approach for Achieving Data Privacy
Alina Campan, Traian Marius Truta, John Miller, Raluca Sinca
The 2007 International Conference on Data Mining (DMIN2007), Las Vegas, Nevada, pp. 321 - 327, 2007.
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k-Anonymization Incremental Maintenance and Optimization Techniques
Traian Marius Truta, Alina Campan
ACM Symposium on Applied Computing (SAC2007), special track on Data Mining, Seoul, Korea, pp. 380 - 387, 2007.
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2006

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Extended P-Sensitive K-Anonymity
Alina Campan, Traian Marius Truta
Studia Universitatis Babes-Bolyai, Informatica, Vol. 51, No. 2, pp. 19 - 30, 2006.
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Privacy Protection: p-Sensitive k-Anonymity Property
Traian Marius Truta, Bindu Vinay
International Workshop of Privacy Data Management (PDM2006), In Conjunction with 22th International Conference of Data Engineering (ICDE), Atlanta, Georgia, 2006.
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Global Disclosure Risk for Microdata with Continuous Attributes
Traian Marius Truta, Farshad Fotouhi, Daniel Barth-Jones
Book chapter in "Privacy and Technologies of Identity: A Cross Disciplinary Conversation", ISBN: 0-387-26050-1, pp. 349 - 364, Springer, 2006.
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Global Disclosure Risk Measures and k-Anonymity Property for Microdata
Traian Marius Truta, Farshad Fotouhi, Daniel Barth-Jones
Acta Universitatis Apulensis, Alba Iulia, Romania, No. 11, pp. 149 - 169, 2006.
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2004

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Assessing Global Disclosure Risk Measures in Masked Microdata
Traian Marius Truta, Farshad Fotouhi, Daniel Barth-Jones
Proceedings of the Workshop on Privacy and Electronic Society (WPES2004), In Conjunction with 11th ACM CCS, Washington DC, pp. 85 - 93, 2004.
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