Chris Clifton

Ahmet Erhan Nergiz, Chris Clifton, Qutaibah M. Malluhi: Updating outsourced anatomized private databases. EDBT 2013: 179-190

Chris Clifton, Takashi Washio: Special issue on the best papers of SDM'11. Statistical Analysis and Data Mining 5(1): 1-2 (2012)

Balamurugan Anandan, Chris Clifton, Wei Jiang, Mummoorthy Murugesan, Pedro Pastrana-Camacho, Luo Si: t-Plausibility: Generalizing Words to Desensitize Text. Transactions on Data Privacy 5(3): 505-534 (2012)

Christine Task, Chris Clifton: A Guide to Differential Privacy Theory in Social Network Analysis. ASONAM 2012: 411-417

Koray Mancuhan, Chris Clifton: Discriminatory Decision Policy Aware Classification. ICDM Workshops 2012: 386-393

Jaewoo Lee, Chris Clifton: Differential identifiability. KDD 2012: 1041-1049

Christopher W. Clifton, Bart Kuijpers, Katharina Morik, Yücel Saygin: Mobility Data Mining and Privacy (Dagstuhl Seminar 12331). Dagstuhl Reports 2(8): 16-53 (2012)

Murat Kantarcioglu, Bowei Xi, Chris Clifton: Classifier evaluation and attribute selection against active adversaries. Data Min. Knowl. Discov. 22(1-2): 291-335 (2011)

Thorben Burghardt, Klemens Böhm, Achim Guttmann, Chris Clifton: Anonymous Search Histories Featuring Personalized Advertisement - Balancing Privacy with Economic Interests. Transactions on Data Privacy 4(1): 31-50 (2011)

Ahmet Erhan Nergiz, Chris Clifton: Query Processing in Private Data Outsourcing Using Anonymization. DBSec 2011: 138-153

Balamurugan Anandan, Chris Clifton: Significance of Term Relationships on Anonymization. Web Intelligence/IAT Workshops 2011: 253-256

Jaewoo Lee, Chris Clifton: How Much Is Enough? Choosing ε for Differential Privacy. ISC 2011: 325-340

Mehmet Ercan Nergiz, Christopher W. Clifton: d-Presence without Complete World Knowledge. IEEE Trans. Knowl. Data Eng. 22(6): 868-883 (2010)

Mummoorthy Murugesan, Wei Jiang, Chris Clifton, Luo Si, Jaideep Vaidya: Efficient privacy-preserving similar document detection. VLDB J. 19(4): 457-475 (2010)

Thorben Burghardt, Klemens Böhm, Achim Guttmann, Chris Clifton: Search-log anonymization and advertisement: are they mutually exclusive? CIKM 2010: 1269-1272

Ahmet Erhan Nergiz, Mehmet Ercan Nergiz, Thomas Pedersen, Chris Clifton: Practical and Secure Integer Comparison and Interval Check. SocialCom/PASSAT 2010: 791-799

Jaideep Vaidya, Christopher W. Clifton: Privacy-Preserving Kth Element Score over Vertically Partitioned Data. IEEE Trans. Knowl. Data Eng. 21(2): 253-258 (2009)

Mehmet Ercan Nergiz, Chris Clifton, Ahmet Erhan Nergiz: Multirelational k-Anonymity. IEEE Trans. Knowl. Data Eng. 21(8): 1104-1117 (2009)

Wei Jiang, Mummoorthy Murugesan, Chris Clifton, Luo Si: t-Plausibility: Semantic Preserving Text Sanitization. CSE (3) 2009: 68-75

Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani M. Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic: Assured Information Sharing Life Cycle. ISI 2009: 307-309

Mummoorthy Murugesan, Chris Clifton: Providing Privacy through Plausibly Deniable Search. SDM 2009: 768-779

Chris Clifton: Individually Identifiable Data. Encyclopedia of Database Systems 2009: 1471-1472

Chris Clifton: Privacy Metrics. Encyclopedia of Database Systems 2009: 2137-2139

Chris Clifton: Privacy-Preserving Data Mining. Encyclopedia of Database Systems 2009: 2147-2150

Wei Jiang, Chris Clifton, Murat Kantarcioglu: Transforming semi-honest protocols to ensure accountability. Data Knowl. Eng. 65(1): 57-74 (2008)

Chris Clifton, Ananth V. Iyer, Richard Cho, Wei Jiang, Murat Kantarcioglu, Jaideep Vaidya: An Approach to Securely Identifying Beneficial Collaboration in Decentralized Logistics Systems. Manufacturing & Service Operations Management 10(1): 108-125 (2008)

Jaideep Vaidya, Chris Clifton, Murat Kantarcioglu, A. Scott Patterson: Privacy-preserving decision trees over vertically partitioned data. TKDD 2(3) (2008)

Jaideep Vaidya, Murat Kantarcioglu, Chris Clifton: Privacy-preserving Naïve Bayes classification. VLDB J. 17(4): 879-898 (2008)

Christopher W. Clifton: Opportunities for private and secure machine learning. AISec 2008: 31-32

Thorben Burghardt, Erik Buchmann, Klemens Böhm, Chris Clifton: Collaborative Search and User Privacy: How Can They Be Reconciled?. CollaborateCom 2008: 85-99

Wei Jiang, Mummoorthy Murugesan, Chris Clifton, Luo Si: Similar Document Detection with Limited Information Disclosure. ICDE 2008: 735-743

Mehmet Ercan Nergiz, Chris Clifton: Thoughts on k-anonymization. Data Knowl. Eng. 63(3): 622-645 (2007)

Mingwu Zhang, Wei Jiang, Chris Clifton, Sunil Prabhakar: Identifying Rare Classes with Sparse Training Data. DEXA 2007: 751-760

Mehmet Ercan Nergiz, Chris Clifton, Ahmet Erhan Nergiz: MultiRelational k-Anonymity. ICDE 2007: 1417-1421

Wei Jiang, Chris Clifton: AC-Framework for Privacy-Preserving Collaboration. SDM 2007

Mehmet Ercan Nergiz, Maurizio Atzori, Chris Clifton: Hiding the presence of individuals from shared databases. SIGMOD Conference 2007: 665-676

Christopher W. Clifton, Xindong Wu, Christos Faloutsos: TKDE Guidelines for Survey Papers. IEEE Trans. Knowl. Data Eng. 19(11): 1449 (2007)

Jaideep Vaidya, Yu Zhu, Christopher W. Clifton: Privacy Preserving Data Mining. Advances in Information Security 19, Springer 2006, isbn 978-0-387-25886-7, pp. 1-121

Wei Jiang, Chris Clifton: A secure distributed framework for achieving k-anonymity. VLDB J. 15(4): 316-333 (2006)

Mehmet Ercan Nergiz, Chris Clifton: Thoughts on k-Anonymization. ICDE Workshops 2006: 96

Wei Jiang, Chris Clifton: Transforming Semi-Honest Protocols to Ensure Accountability. ICDM Workshops 2006: 524-529

Jaideep Vaidya, Chris Clifton: Secure set intersection cardinality with application to association rule mining. Journal of Computer Security 13(4): 593-622 (2005)

Xiaodong Lin, Chris Clifton, Michael Y. Zhu: Privacy-preserving clustering with distributed EM mixture modeling. Knowl. Inf. Syst. 8(1): 68-81 (2005)

Mourad Ouzzani, Walid G. Aref, Elisa Bertino, Ann Christine Catlin, Christopher W. Clifton, Wing-Kai Hon, Ahmed K. Elmagarmid, Arif Ghafoor, Susanne E. Hambrusch, Sunil Prabhakar, Jeffrey Scott Vitter, Xiang Zhang: The Indiana Center for Database Systems at Purdue University. SIGMOD Record 34(2): 53-58 (2005)

Jaideep Vaidya, Chris Clifton: Privacy-Preserving Decision Trees over Vertically Partitioned Data. DBSec 2005: 139-152

Wei Jiang, Chris Clifton: Privacy-Preserving Distributed k-Anonymity. DBSec 2005: 166-177

Murat Kantarcioglu, Chris Clifton: Security Issues in Querying Encrypted Data. DBSec 2005: 325-337

Jaideep Vaidya, Chris Clifton: Privacy-Preserving Top-K Queries. ICDE 2005: 545-546

Wei Jiang, Jaideep Vaidya, Zahir Balaporia, Chris Clifton, Brett Banich: Knowledge Discovery from Transportation Network Data. ICDE 2005: 1061-1072

Bhavani M. Thuraisingham, Latifur Khan, Chris Clifton, John A. Maurer, Marion G. Ceruti: Dependable Real-Time Data Mining. ISORC 2005: 158-165

Jaideep Vaidya, Chris Clifton: Privacy-Preserving Data Mining: Why, How, and When. IEEE Security & Privacy 2(6): 19-27 (2004)

Chris Clifton, Robert Cooley, Jason Rennie: TopCat: Data Mining for Topic Identification in a Text Corpus. IEEE Trans. Knowl. Data Eng. 16(8): 949-964 (2004)

Murat Kantarcioglu, Chris Clifton: Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data. IEEE Trans. Knowl. Data Eng. 16(9): 1026-1037 (2004)

Chris Clifton, Murat Kantarcioglu, AnHai Doan, Gunther Schadow, Jaideep Vaidya, Ahmed K. Elmagarmid, Dan Suciu: Privacy-preserving data integration and sharing. DMKD 2004: 19-26

Jaideep Vaidya, Chris Clifton: Privacy-Preserving Outlier Detection. ICDM 2004: 233-240

Olujide A. Adeniran, Andreas Demosthenous, Chris Clifton, Sam Atungsiri, Randeep Soin: A CMOS low-power ADC for DVB-T and DVB-H systems. ISCAS (1) 2004: 209-212

Murat Kantarcioglu, Jiashun Jin, Chris Clifton: When do data mining results violate privacy? KDD 2004: 599-604

Murat Kantarcioglu, Chris Clifton: Privately Computing a Distributed k-nn Classifier. PKDD 2004: 279-290

Jaideep Vaidya, Chris Clifton: Privacy Preserving Naïve Bayes Classifier for Vertically Partitioned Data. SDM 2004

Chris Clifton: Change Detection in Overhead Imagery Using Neural Networks. Appl. Intell. 18(2): 215-234 (2003)

Murat Kantarcioglu, Chris Clifton: Assuring privacy when big brother is watching. DMKD 2003: 88-93

Jaideep Vaidya, Chris Clifton: Privacy-preserving k-means clustering over vertically partitioned data. KDD 2003: 206-215

Chris Clifton, Irini Fundulaki, Richard Hull, Bharat Kumar, Daniel F. Lieuwen, Arnaud Sahuguet: Privacy-Enhanced Data Management for Next-Generation e-Commerce. VLDB 2003: 1147

Jaideep Vaidya, Chris Clifton: Leveraging the "Multi" in secure multi-party computation. WPES 2003: 53-59

Siddhartha K. Goel, Chris Clifton, Arnon Rosenthal: Derived access control specification for XML. XML Security 2003: 1-14

Chris Clifton, Murat Kantarcioglu, Jaideep Vaidya, Xiaodong Lin, Michael Y. Zhu: Tools for Privacy Preserving Data Mining. SIGKDD Explorations 4(2): 28-34 (2002)

Murat Kantarcioglu, Chris Clifton: Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data. DMKD 2002

Jaideep Vaidya, Chris Clifton: Privacy preserving association rule mining in vertically partitioned data. KDD 2002: 639-644

Yücel Saygin, Vassilios S. Verykios, Chris Clifton: Using Unknowns to Prevent Discovery of Association Rules. SIGMOD Record 30(4): 45-54 (2001)

Chris Clifton, John Griffith, Rod Holland: GeoNode: An End-to-End System from Research Components. ICDE Demo Sessions 2001: 12-14

Bhavani M. Thuraisingham, Chris Clifton, John A. Maurer, Marion G. Ceruti: Real-Time Data Mining of Multimedia Objects. ISORC 2001: 360-365

Bhavani M. Thuraisingham, Chris Clifton, Amar Gupta, Elisa Bertino, Elena Ferrari: Directions for Web and E-Commerce Applications Security. WETICE 2001: 200-204

Wen-Syan Li, Chris Clifton: SEMINT: A tool for identifying attribute correspondences in heterogeneous databases using neural networks. Data Knowl. Eng. 33(1): 49-84 (2000)

Chris Clifton: Using Sample Size to Limit Exposure to Data Mining. Journal of Computer Security 8(4): 281-307 (2000)

Wen-Syan Li, Chris Clifton, Shu-Yao Liu: Database Integration Using Neural Networks: Implementation and Experiences. Knowl. Inf. Syst. 2(1): 73-96 (2000)

Chris Clifton: Protecting Against Data Mining through Samples. DBSec 1999: 193-207

T. C. Ting, Ming-Yuh Huang, D. Shayne Pitcock, Chris Clifton, Tsau Young Lin: Panel on Intrusion Detection. DBSec 1999: 227-234

Chris Clifton, Robert Cooley: TopCat: Data Mining for Topic Identification in a Text Corpus. PKDD 1999: 174-183

Peter Scheuermann, Wen-Syan Li, Chris Clifton: Multidatabase Query Processing with Uncertainty in Global Keys and Attribute Values. JASIS 49(3): 283-301 (1998)

Chris Clifton, Rick Steinheiser: Data Mining on Text. COMPSAC 1998: 630-635

Shalom Tsur, Jeffrey D. Ullman, Serge Abiteboul, Chris Clifton, Rajeev Motwani, Svetlozar Nestorov, Arnon Rosenthal: Query Flocks: A Generalization of Association-Rule Mining. SIGMOD Conference 1998: 1-12

Bhavani M. Thuraisingham, Linda Schlipper, Pierangela Samarati, Tsau Young Lin, Sushil Jajodia, Chris Clifton: Security Issues in Data Warehousing and Data Mining: Panel Discussion. DBSec 1997: 3-16

Chris Clifton, E. Housman, Arnon Rosenthal: Experience with a Combined Approach to Attribute-Matching Across Heterogeneous Databases. DS-7 1997: 428-

Peter Scheuermann, Wen-Syan Li, Chris Clifton: Dynamic Integration and Query Processing with Ranked Role Sets. CoopIS 1996: 157-166

Chris Clifton, Hector Garcia-Molina, David Bloom: HyperFile: A Data and Query Model for Documents. VLDB J. 4(1): 45-86 (1995)

Chris Clifton, Peter Gemmel, Ed Means, Matt J. Merges, J. D. Tygar: How are We Going to Pay for This? Fee-for-Service in Distributed Systems: Research and Policy Issues (Panel). ICDCS 1995: 344-348

Chris Clifton, Wen-Syan Li: Classifying Software Components Using Design Characteristics. KBSE 1995: 139-146

Wen-Syan Li, Chris Clifton: Semint: A System Prototype for Semantic Integration in Heterogeneous Databases. SIGMOD Conference 1995: 484

Wen-Syan Li, Chris Clifton: Semantic Integration in Heterogeneous Databases Using Neural Networks. VLDB 1994: 1-12

Daniel Barbará, Chris Clifton: Information Brokers: Sharing Knowledge in a Heterogeneous Distributed System. DEXA 1993: 80-91

Daniel Barbará, Chris Clifton, Fred Douglis, Hector Garcia-Molina, Stephen Johnson, Ben Kao, Sharad Mehrotra, Jens Tellefsen, Rosemary Walsh: The Gold Mailer. ICDE 1993: 92-99

Wen-Syan Li, Chris Clifton: Using Field Specifications to Determine Attribute Equivalence in Heterogeneous Databases. RIDE-IMS 1993: 174-177

Chris Clifton, Hector Garcia-Molina: Distributed processing of filtering queries in HyperFile. ICDCS 1991: 54-64

Hector Garcia-Molina, Robert K. Abbott, Chris Clifton, Carl Staelin, Kenneth Salem: Data Management with Massive Memory: A Summary. PRISMA Workshop 1990: 63-70

Chris Clifton, Hector Garcia-Molina: Indexing in a Hypertext Database. VLDB 1990: 36-49