Murat Kantarcioglu's Publications:

     Journals

  • Ebru Celikel, Murat Kantarcioglu, Bhavani Thuraisingham, Elisa Bertino, "A Risk Management Approach to RBAC", Risk and  Decision Analysis, Vol 1. No. 2, pp 22-23, (2009)  (pdf version)
  • Murat Kantarcioglu and Onur Kardes, "Privacy-Preserving Data Mining in the Malicious Model", International Journal of Information and Computer Security, Vol. 2, No. 4, pp 353-375, (2008) (pdf version)
  • Jaideep Vaidya, Chris Clifton, Murat Kantarcioglu, and A. Scott Patterson, "Privacy-Preserving Decision Trees over Vertically Partitioned Data", ACM Transactions on Knowledge Discovery in Data 2(3), October 2008. (pdf version)
  • Murat Kantarcioglu, Wei Jiang, Ying Liu, and Bradley Malin, "A Cryptographic Approach to Securely Share and Query Genomic Sequences", IEEE Transactions on Information Technology in Biomedicine, Vol. 12, No. 5, pp 606-617 (2008),  (pdf version)
  • Jaideep Vaidya, Murat Kantarcioglu and Chris Clifton, ``Privacy Preserving Naive Bayes Classification'' The VLDB Journal, VLDB Endowment, 17(4):879-898, (2008) (pdf version)
  • Li Liu, Murat Kantarcioglu, and Bhavani Thuraisingham, "The Applicability of the Perturbation Based Privacy Preserving Data Mining for Real-World Data", Data and Knowledge Engineering (DKE), 65(1): 5-21  (2008) (pdf version)
  • Wei Jiang, Chris Clifton and Murat Kantarcioglu, "Transforming Semi-Honest Protocols to Ensure Accountability", Data and Knowledge Engineering (DKE), 65(1):57-74, (2008)  (pdf version)
  • Chris Clifton, Ananth Iyer, Richard Cho, Wei Jiang, Murat Kantarcioglu and Jaideep Vaidya, ``An Approach to Identifying Beneficial Collaboration Securely in Decentralized Logistics Systems'', Management & Service Operations Management, 10(1), INFORMS, Linthicum, Maryland, Winter 2008 . (pdf version)
  • Bhavani Thuraisingham, Murat Kantarcioglu and Srinivasan Iyer, "Extended RBAC- Based Design and Implementation for a Secure DataWarehouse", Internation Journal of Business Intelligence and Data Mining, 2(4): 367-382, (2007)
  • Wen-Syan Li,  Divyakant Agrawal, K. Selcuk Candan, Yusuf Akca, and  Murat Kantarcioglu, "Virtual Active Network for Live Streaming Media Delivery", Journal of Interconnection Networks, Vol. 8, No. 1,  pp. 45-74, 2007 (pdf version)
  • Murat Kantarcioglu and Chris Clifton, "Privacy Preserving Data Mining of Association Rules on Horizontally Partitioned Data", Transactions on Knowledge and Data Engineering, 16(9): 1026-1037 (2004), IEEE Computer Society Press, CA. (pdf version)
  • Wen-Syan Li, Kemal Altintas and Murat Kantarcioglu, "Adaptive Data Center Synchronization for Load and Precision Sensitive Web Applications", Data and Knowledge Engineering (DKE), 51(3): 295-323 (2004) (pdf version)

Book Chapters

  • Murat Kantarcioglu, Jaideep Vaidya, "Secure Multi-party Computation Methods", Encyclopedia of Database Systems, Özsu, M. Tamer; Liu, Ling (Eds.), Springer, to appear
  • Murat Kantarcioglu, "Horizontally Partitioned Data", Encyclopedia of Database Systems, Özsu, M. Tamer; Liu, Ling (Eds.), Springer, to appear
  • Murat Kantarcioglu, "A Survey of Privacy-preserving Methods Across Horizontally Partitioned Data", Privacy-Preserving Data Mining Models and Algorithms Series: Advances in Database Systems , Vol. 34, Aggarwal, Charu C.; Yu, Philip S. (Eds.), 2008
  • Bhavani M. Thuraisingham, Latifur Khan, Ganesh Subbiah, Ashraful Alam, Murat Kantarcioglu, "Geospatial Semantic Web", Definition, Encyclopedia of  Geospatial Information Science 2008: 398
  • Bhavani Thuraisingham, Latifur Khan, Ganesh Subbiah, Ashraful Alam, Murat Kantarcioglu; “Security and Privacy Challenges for GIS”, Encyclopedia of Geospatial Information Science  2008: 898-902, Springer Publications
  • Chris Clifton,Murat Kantarcioglu and Jaideep Vaidya, "Privacy-Preserving Data Mining", invited chapter, Recent Advances in Data Mining and Granular Computing (mathematical aspects of knowledge discovery), T.Y. Lin and Wesley Chu, eds., Studies in Fuzziness and Soft Computing vol. 180, Springer-Verlag, 2005.
  • Chris Clifton, Murat Kantarcioglu and Jaideep Vaidya, "Defining Privacy for Data Mining", Next Generation Data Mining, AAAI/MIT Press 2004.

Refereed Conferences and Workshops

  • Gabriel Ghinita, P. Kalnis, Murat Kantarcioglu, Elisa Bertino, "A Hybrid Technique for Private Location-Based Queries with Database Protection" In Proceedings of International Symposium on Spatial and Temporal Databases (SSTD) July 2009 
  • Raymond Heatherly, Murat Kantarcioglu, Bhavani Thuraisinghaim, "Social Network Classification Incorporating Link Type Values", IEEE International Conference on Intelligence and Security Informatics 2009. (pdf version)
  • Ryan Layfield, Murat Kantarcioglu, Bhavani Thuraisingham, "On the Mitigation of Bioterrorism through Game Theoric Infection Model", IEEE International Conference on Intelligence and Security Informatics 2009.
  • Elisa Bertino, Chenyun Dai, Murat Kantarcioglu, "The Challenge of Assuring Data Trustworthiness", DASFAA 2009: 22-33 (pdf version)
  • Barbara Carminati, Elena Ferrari, Raymond Heatherly, Murat Kantarcioglu and Bhavani Thuraisingham, "A Semantic Web based Framework for Social Network Access Control", ACM SACMAT 2009  (pdf version)
  • Ali Inan, Murat Kantarcioglu, and Elisa Bertino, "Using Anonymized Data for Classification", 25th Int'l Conf. on Data Engineering  2009, (pdf version)
  • Jack Lindamood, Raymond Heatherly, Murat Kantarcioglu,  Bhavani M. Thuraisingham, "Inferring Private Information Using Social Network Data", World Wide Web 2009 poster paper (pdf version)
  • Murat Kantarcioglu, Robert Nix, and Jaideep Vaidya, "An Efficient Approximate Protocol for Privacy-Preserving Association Rule Mining",  In Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-09) , April 27-30, 2009, Bangkok, Thailand. (pdf version)
  • Bhavani M. Thuraisingham, Latifur Khan, Murat Kantarcioglu, Sonia Chib, Jiawei Han, Sang Son, "Real-Time Knowledge Discovery and Dissemination for Intelligence Analysis" HICSS 2009: 1-12  (nominated for the best paper award)
  • Li Liu, Murat Kantarcioglu, Bhavani M. Thuraisingham, "Privacy Preserving Decision Tree Mining from Perturbed Data", HICSS 2009: 1-10 (nominated for the best paper award) (pdf version)
  • Ryan Layfield, Murat Kantarcioglu, Bhavani Thuraisingham, "Incentive and Trust Issues in Assured Information Sharing", International Conference on Collaborative Computing (CollaborateComm 2008) (pdf version)
  • Murat Kantarcioglu, Wei Jiang, and Bradley Malin, "A Privacy-Preserving Framework for Integrating Person-Specific Databases ", Privacy in Statistical Databases, 2008, LNCS 5262, pp. 298–314, 2008. (pdf version)
  • Ali Inan, Murat Kantarcioglu, Elisa Bertino,and Monica Scannapieco, "A Hybrid Approach to Private Record Linkage", 24th Int'l Conf.on Data Engineering, 2008,  (pdf version)
  • Ryan Layfield, Murat Kantarcioglu and Bhavani Thuraisingham, "Simulating Bioterrorism Thru Epidemiology Approximation ", IEEE International Conference on Intelligence and Security Informatics 2008.
  • Chenyun Dai, Dan Lin, Elisa Bertino, and Murat Kantarcioglu, " An Approach to Evaluate Data Trustworthiness Based on Data Provenance", The 5th International Workshop on Secure Data Management (SDM) in conjunction with VLDB, Auckland, New Zealand, 2008.
  • Onur Kardes and Murat Kantarcioglu. Privacy-Preserving Data Mining Applications in Malicious Model, In Proceedings of Privacy Aspects of Data Mining (PADM) Workshop, Omaha NE, 2007.
  • Ebru Celikel, Murat Kantarcioglu, Bhavani Thuraisingham,and Elisa Bertino, "Managing Risks in RBAC Employed Distributed Environments" The 2nd International Symposium on Information Security (IS'07)
  • Mustafa Canim and Murat Kantarcioglu, "Design and Analysis of Querying Encrypted Data in Relational Databases", IFIP WG 11.3 Conference on Database and Applications Security, 2007 (pdf  version)
  • Ryan Layfield, Murat Kantarcioglu and Bhavani Thuraisingham,"Enforcing Honesty in Assured Information Sharing within a Distributed System", IFIP WG 11.3 Conference on Database and Applications Security, 2007 (pdf version)
  • Li Liu, Murat Kantarcioglu, and Bhavani Thuraisingham, ``The Applicability of the Perturbation Model-based Privacy Preserving Data Mining for Real-world Data'', International Workshop on Privacy Aspects of Data Mining (PADM'06), Hong Kong, 2006
  • Rakesh Agrawal, Dmitri Asonov, Murat Kantarcioglu, Yaping Li, "Sovereign Joins", 22nd Int'l Conf.on Data Engineering, Atlanta, 2006. (pdf version)
  • Murat Kantarcioglu and Chris Clifton, "Security Issues in Querying Encrypted Data" 19th Annual IFIP WG 11.3 Working Conference on Database and Applications Security, 2005 (pdf version)
  • Murat Kantarcioglu, Jaideep Vaidya, Chris Clifton, "Using Secure Coprocessors for Implementing Privacy-Preserving Data Mining Toolbox", PKDD Workshop on Privacy, Security Issues in Data Mining 2004. (Invited Paper)
  • Murat Kantarcioglu and Chris Clifton "Privacy-Preserving Distributed K-nn Classifier", European Conf. on Principles of Data Mining and Knowledge Discovery (PKDD '04) 2004.
  • Murat Kantarcioglu, Chris Clifton and Jiashuan Jin "When Do Data Mining Results Violate Privacy?", ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2004. (pdf version)
  • Chris Clifton, Murat Kantarcioglu, AnHai Doan, Gunther Schadow, Jaideep Vaidya, Ahmed K. Elmagarmid and Dan Suciu, "Privacy-preserving Data Integration and Sharing", The ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge (DMKD'2004) 2004. (pdf version)
  • Murat Kantarcioglu and Jaideep Vaidya, "Privacy Preserving Naive Bayes Classifier for Horizontally Partitioned Data", ICDM 2004 Workshop on Privacy, Security, and Data Mining, Melbourne Fl.
  • Murat Kantarcioglu and Chris Clifton, "Assuring Privacy when Big Brother is Watching", The 8th ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (DMKD'2003), June 13, 2003, San Diego, California.
  • Murat Kantarcioglu and J.S Vaidya, "A new architecture for Privacy- Preserving Data Mining" , ICDM Workshop on Privacy, Security, and Data Mining, December 9-12, 2002, Maebashi City, Japan.
  • Murat Kantarcioglu and Chris Clifton, "Privacy-preserving Distributed Mining of Association Rules on Horizontally Partitioned Data", The ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 2002.
  • Ismail H. Toroslu and Murat Kantarcioglu, "Mining Cyclically Repeated Patterns", DaWaK 2001: 83-92  (pdf version)

Technical Reports   

  • Raymond Heatherly, Murat Kantarcioglu, Bhavani Thuraisingham, Jack Lindamood "Preventing Private Information Inference Attacks on Social Networks",  UT Dallas Computer Science Department Technical Report, UTDCS-03-09 (pdf version)
  • Murat Kantarcioglu and Wei Jiang, "Incentive Compatible Privacy-Preserving Data Analysis", UT Dallas Computer Science Department Technical Report, UTDCS-29-08 (pdf version)
  • Jack Lindamood and Murat Kantarcioglu, "Inferring Private Information Using Social Network Data", UT Dallas Computer Science Department Technical Report, UTDCS-21-08 (pdf version)
  • Murat Kantarcioglu and Onur Kardes, "Privacy-Preserving Data Mining in the Malicious Model", Technical Report, Department of Computer Science,  Stevens Institute of Technology,(pdf version)
  • Murat Kantarcioglu and Chris Clifton, "Security Issues in Querying Encrypted Data", Technical Report CSD TR 04-013, Purdue University Computer Sciences Department. (pdf version)