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Chris Clifton

Christopher W. Clifton

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affiliation: Purdue University, West Lafayette, USA

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Books and Theses

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2006
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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

Journal Articles

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2023
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Shalini Jangra, Durga Toshniwal, Chris Clifton:
Statistical limitations of sensitive itemset hiding methods. Appl. Intell. 53(20): 24275-24292 (2023)
[j38]
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MinKeun Chung, Liang Liu, Andreas Johansson, Sara Willhammar, Martin Nilsson, Zhinong Ying, Olof Zander, Kamal Samanta, Chris Clifton, Toshiyuki Koimori, Shinya Morita, Satoshi Taniguchi, Fredrik Tufvesson, Ove Edfors:
LuMaMi28: Real-Time Millimeter-Wave Multi-User MIMO Systems With Antenna Selection. IEEE Trans. Wirel. Commun. 22(11): 7944-7960 (2023)
2022
[j37]
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Chris Clifton, Eric J. Hanson, Keith Merrill, Shawn Merrill:
Differentially Private k-Nearest Neighbor Missing Data Imputation. ACM Trans. Priv. Secur. 25(3): 16:1-16:23 (2022)
2021
[j36]
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Farzad Zafarani, Chris Clifton:
Differentially Private Naïve Bayes Classifier Using Smooth Sensitivity. Proc. Priv. Enhancing Technol. 2021(4): 406-419 (2021)
2018
[j35]
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Koray Mancuhan, Chris Clifton:
Support vector classification with ℓ-diversity. Comput. Secur. 77: 653-665 (2018)
2017
[j34]
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Koray Mancuhan, Chris Clifton:
Instance-Based Learning with l-diversity. Trans. Data Priv. 10(3): 203-235 (2017)
2016
[j33]
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Lutfi Albasha, Chris Clifton, Yoshikatsu Jingu, Alan Lawrenson, Hideshi Motoyama, Souheil Bensmida, Kevin A. Morris, Kazumasa Kohama:
An Ultra-Wideband Digitally Programmable Power Amplifier With Efficiency Enhancement for Cellular and Emerging Wireless Communication Standards. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(10): 1579-1591 (2016)
2015
[j32]
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Bechara al Bouna, Chris Clifton, Qutaibah M. Malluhi:
Anonymizing transactional datasets. J. Comput. Secur. 23(1): 89-106 (2015)
2014
[j31]
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Koray Mancuhan, Chris Clifton:
Combating discrimination using Bayesian networks. Artif. Intell. Law 22(2): 211-238 (2014)
2013
[j30]
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Chris Clifton, Tamir Tassa:
On Syntactic Anonymity and Differential Privacy. Trans. Data Priv. 6(2): 161-183 (2013)
2012
[j29]
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Chris Clifton, Takashi Washio:
Special issue on the best papers of SDM'11. Stat. Anal. Data Min. 5(1): 1-2 (2012)
[j28]
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Balamurugan Anandan, Chris Clifton, Wei Jiang, Mummoorthy Murugesan, Pedro Pastrana-Camacho, Luo Si:
t-Plausibility: Generalizing Words to Desensitize Text. Trans. Data Priv. 5(3): 505-534 (2012)
2011
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Murat Kantarcioglu, Bowei Xi, Chris Clifton:
Classifier evaluation and attribute selection against active adversaries. Data Min. Knowl. Discov. 22(1-2): 291-335 (2011)
[j26]
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Thorben Burghardt, Klemens Böhm, Achim Guttmann, Chris Clifton:
Anonymous Search Histories Featuring Personalized Advertisement - Balancing Privacy with Economic Interests. Trans. Data Priv. 4(1): 31-50 (2011)
2010
[j25]
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Mehmet Ercan Nergiz, Christopher W. Clifton:
d-Presence without Complete World Knowledge. IEEE Trans. Knowl. Data Eng. 22(6): 868-883 (2010)
[j24]
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Mummoorthy Murugesan, Wei Jiang, Chris Clifton, Luo Si, Jaideep Vaidya:
Efficient privacy-preserving similar document detection. VLDB J. 19(4): 457-475 (2010)
2009
[j23]
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Jaideep Vaidya, Christopher W. Clifton:
Privacy-Preserving Kth Element Score over Vertically Partitioned Data. IEEE Trans. Knowl. Data Eng. 21(2): 253-258 (2009)
[j22]
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Mehmet Ercan Nergiz, Chris Clifton, Ahmet Erhan Nergiz:
Multirelational k-Anonymity. IEEE Trans. Knowl. Data Eng. 21(8): 1104-1117 (2009)
2008
[j21]
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Wei Jiang, Chris Clifton, Murat Kantarcioglu:
Transforming semi-honest protocols to ensure accountability. Data Knowl. Eng. 65(1): 57-74 (2008)
[j20]
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Chris Clifton, Ananth V. Iyer, Richard Cho, Wei Jiang, Murat Kantarcioglu, Jaideep Vaidya:
An Approach to Securely Identifying Beneficial Collaboration in Decentralized Logistics Systems. Manuf. Serv. Oper. Manag. 10(1): 108-125 (2008)
[j19]
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Jaideep Vaidya, Chris Clifton, Murat Kantarcioglu, A. Scott Patterson:
Privacy-preserving decision trees over vertically partitioned data. ACM Trans. Knowl. Discov. Data 2(3): 14:1-14:27 (2008)
[j18]
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Jaideep Vaidya, Murat Kantarcioglu, Chris Clifton:
Privacy-preserving Naïve Bayes classification. VLDB J. 17(4): 879-898 (2008)
2007
[j17]
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Mehmet Ercan Nergiz, Chris Clifton:
Thoughts on k-anonymization. Data Knowl. Eng. 63(3): 622-645 (2007)
2006
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Wei Jiang, Chris Clifton:
A secure distributed framework for achieving k-anonymity. VLDB J. 15(4): 316-333 (2006)
2005
[j15]
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Jaideep Vaidya, Chris Clifton:
Secure set intersection cardinality with application to association rule mining. J. Comput. Secur. 13(4): 593-622 (2005)
[j14]
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Xiaodong Lin, Chris Clifton, Michael Y. Zhu:
Privacy-preserving clustering with distributed EM mixture modeling. Knowl. Inf. Syst. 8(1): 68-81 (2005)
[j13]
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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 Rec. 34(2): 53-58 (2005)
2004
[j12]
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Jaideep Vaidya, Chris Clifton:
Privacy-Preserving Data Mining: Why, How, and When. IEEE Secur. Priv. 2(6): 19-27 (2004)
[j11]
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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)
[j10]
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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)
2003
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Chris Clifton:
Change Detection in Overhead Imagery Using Neural Networks. Appl. Intell. 18(2): 215-234 (2003)
2002
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Chris Clifton, Murat Kantarcioglu, Jaideep Vaidya, Xiaodong Lin, Michael Y. Zhu:
Tools for Privacy Preserving Data Mining. SIGKDD Explor. 4(2): 28-34 (2002)
2001
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Chris Clifton, Bhavani Thuraisingham:
Emerging standards for data mining. Comput. Stand. Interfaces 23(3): 187-193 (2001)
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Yücel Saygin, Vassilios S. Verykios, Chris Clifton:
Using Unknowns to Prevent Discovery of Association Rules. SIGMOD Rec. 30(4): 45-54 (2001)
2000
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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)
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Chris Clifton:
Using Sample Size to Limit Exposure to Data Mining. J. Comput. Secur. 8(4): 281-307 (2000)
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Wen-Syan Li, Chris Clifton, Shu-Yao Liu:
Database Integration Using Neural Networks: Implementation and Experiences. Knowl. Inf. Syst. 2(1): 73-96 (2000)
1998
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Peter Scheuermann, Wen-Syan Li, Chris Clifton:
Multidatabase Query Processing with Uncertainty in Global Keys and Attribute Values. J. Am. Soc. Inf. Sci. 49(3): 283-301 (1998)
1995
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Chris Clifton, Hector Garcia-Molina, David Bloom:
HyperFile: A Data and Query Model for Documents. VLDB J. 4(1): 45-86 (1995)

Conference and Workshop Papers

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2024
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Chowdhury Mohammad Rakin Haider, Christopher W. Clifton, Ming Yin:
Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions? IUI 2024: 304-324
2023
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Yan Zhou, Murat Kantarcioglu, Chris Clifton:
On Improving Fairness of AI Models with Synthetic Minority Oversampling Techniques. SDM 2023: 874-882
2022
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Chowdhury Mohammad Rakin Haider, Chris Clifton, Yan Zhou:
Unfair AI: It Isn't Just Biased Data. ICDM 2022: 957-962
2021
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Sara Gunnarsson, MinKeun Chung, Andreas Johansson, Liang Liu, Fredrik Tufvesson, Ove Edfors, Olof Zander, Zhinong Ying, Kamal Samanta, Chris Clifton:
mmWave Massive MIMO in Real Propagation Environment: Performance Evaluation Using LuMaMi28GHz. ACSCC 2021: 80-84
2020
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Chris Clifton, Eric J. Hanson, Keith Merrill, Shawn Merrill, Amjad Zahraa:
A Partitioned Recoding Scheme for Privacy Preserving Data Publishing. PSD 2020: 49-61
2019
[c83]
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Radhika Bhargava, Chris Clifton:
When Is a Semi-honest Secure Multiparty Computation Valuable? GameSec 2019: 45-64
2018
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Balamurugan Anandan, Chris Clifton:
Differentially Private Feature Selection for Data Mining. IWSPA@CODASPY 2018: 43-53
2017
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Bhavani Thuraisingham, Murat Kantarcioglu, Elisa Bertino, Chris Clifton:
Towards a Framework for Developing Cyber Privacy Metrics: A Vision Paper. BigData Congress 2017: 256-265
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Balamurugan Anandan, Chris Clifton:
Secure minimum weighted bipartite matching. DSC 2017: 60-67
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Koray Mancuhan, Chris Clifton:
Statistical Learning Theory Approach for Data Classification with ℓ-diversity. SDM 2017: 651-659
2016
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Christine Task, Chris Clifton:
Differentially Private Significance Testing on Paired-Sample Data. SDM 2016: 153-161
2015
[c77]
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Yvonne Mülle, Chris Clifton, Klemens Böhm:
Privacy-Integrated Graph Clustering Through Differential Privacy. EDBT/ICDT Workshops 2015: 247-254
[c76]
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Bechara al Bouna, Chris Clifton, Qutaibah M. Malluhi:
Efficient Sanitization of Unsafe Data Correlations. EDBT/ICDT Workshops 2015: 278-285
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Balamurugan Anandan, Chris Clifton:
Laplace noise generation for two-party computational differential privacy. PST 2015: 54-61
2014
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Christopher W. Clifton:
Privacy Beyond Confidentiality. CCS 2014: 1156
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Amel Hamzaoui, Qutaibah M. Malluhi, Chris Clifton, Ryan D. Riley:
Association Rule Mining on Fragmented Database. DPM/SETOP/QASA 2014: 335-342
[c72]
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John Ross Wallrabenstein, Chris Clifton:
Privacy Preserving Tâtonnement - A Cryptographic Construction of an Incentive Compatible Market. Financial Cryptography 2014: 399-416
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John Ross Wallrabenstein, Chris Clifton:
Realizable Rational Multiparty Cryptographic Protocols. GameSec 2014: 134-154
[c70]
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Jaewoo Lee, Christopher W. Clifton:
Top-k frequent itemsets via differentially private FP-trees. KDD 2014: 931-940
2013
[c69]
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Bechara al Bouna, Chris Clifton, Qutaibah M. Malluhi:
Using Safety Constraint for Transactional Dataset Anonymization. DBSec 2013: 164-178
[c68]
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Ahmet Erhan Nergiz, Chris Clifton, Qutaibah M. Malluhi:
Updating outsourced anatomized private databases. EDBT 2013: 179-190
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John Ross Wallrabenstein, Chris Clifton:
Equilibrium Concepts for Rational Multiparty Computation. GameSec 2013: 226-245
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Chris Clifton, Tamir Tassa:
On syntactic anonymity and differential privacy. ICDE Workshops 2013: 88-93
[c65]
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Chris Clifton, Balamurugan Anandan:
Challenges and Opportunities for Security with Differential Privacy. ICISS 2013: 1-13
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Shawn Merrill, Nilgun Basalp, Joachim Biskup, Erik Buchmann, Chris Clifton, Bart Kuijpers, Walied Othman, Erkay Savas:
Privacy through Uncertainty in Location-Based Services. MDM (2) 2013: 67-72
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Ryan D. Riley, Chris Clifton, Qutaibah M. Malluhi:
Maintaining Database Anonymity in the Presence of Queries. STM 2013: 33-48
2012
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Christine Task, Chris Clifton:
A Guide to Differential Privacy Theory in Social Network Analysis. ASONAM 2012: 411-417
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Koray Mancuhan, Chris Clifton:
Discriminatory Decision Policy Aware Classification. ICDM Workshops 2012: 386-393
[c60]
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Jaewoo Lee, Chris Clifton:
Differential identifiability. KDD 2012: 1041-1049
2011
[c59]
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Christopher W. Clifton:
Privacy - Preserving Data Mining at 10: Whats Next? AusDM 2011: 3
[c58]
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Ahmet Erhan Nergiz, Chris Clifton:
Query Processing in Private Data Outsourcing Using Anonymization. DBSec 2011: 138-153
[c57]
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Balamurugan Anandan, Chris Clifton:
Significance of Term Relationships on Anonymization. Web Intelligence/IAT Workshops 2011: 253-256
[c56]
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Jaewoo Lee, Chris Clifton:
How Much Is Enough? Choosing ε for Differential Privacy. ISC 2011: 325-340
2010
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Thorben Burghardt, Klemens Böhm, Achim Guttmann, Chris Clifton:
Search-log anonymization and advertisement: are they mutually exclusive? CIKM 2010: 1269-1272
[c54]
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Ahmet Erhan Nergiz, Mehmet Ercan Nergiz, Thomas Pedersen, Chris Clifton:
Practical and Secure Integer Comparison and Interval Check. SocialCom/PASSAT 2010: 791-799
2009
[c53]
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Wei Jiang, Mummoorthy Murugesan, Chris Clifton, Luo Si:
t-Plausibility: Semantic Preserving Text Sanitization. CSE (3) 2009: 68-75
[c52]
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Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani 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
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Mummoorthy Murugesan, Chris Clifton:
Providing Privacy through Plausibly Deniable Search. SDM 2009: 768-779
2008
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Christopher W. Clifton:
Opportunities for private and secure machine learning. AISec 2008: 31-32
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Thorben Burghardt, Erik Buchmann, Klemens Böhm, Chris Clifton:
Collaborative Search and User Privacy: How Can They Be Reconciled?. CollaborateCom 2008: 85-99
[c48]
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Wei Jiang, Mummoorthy Murugesan, Chris Clifton, Luo Si:
Similar Document Detection with Limited Information Disclosure. ICDE 2008: 735-743
2007
[c47]
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Mingwu Zhang, Wei Jiang, Chris Clifton, Sunil Prabhakar:
Identifying Rare Classes with Sparse Training Data. DEXA 2007: 751-760
[c46]
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Mehmet Ercan Nergiz, Chris Clifton, Ahmet Erhan Nergiz:
MultiRelational k-Anonymity. ICDE 2007: 1417-1421
[c45]
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Wei Jiang, Chris Clifton:
AC-Framework for Privacy-Preserving Collaboration. SDM 2007: 47-56
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Mehmet Ercan Nergiz, Maurizio Atzori, Chris Clifton:
Hiding the presence of individuals from shared databases. SIGMOD Conference 2007: 665-676
2006
[c43]
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Mehmet Ercan Nergiz, Chris Clifton:
Thoughts on k-Anonymization. ICDE Workshops 2006: 96
[c42]
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Wei Jiang, Chris Clifton:
Transforming Semi-Honest Protocols to Ensure Accountability. ICDM Workshops 2006: 524-529
2005
[c41]
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Jaideep Vaidya, Chris Clifton:
Privacy-Preserving Decision Trees over Vertically Partitioned Data. DBSec 2005: 139-152
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Wei Jiang, Chris Clifton:
Privacy-Preserving Distributed k-Anonymity. DBSec 2005: 166-177
[c39]
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Murat Kantarcioglu, Chris Clifton:
Security Issues in Querying Encrypted Data. DBSec 2005: 325-337
[c38]
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Jaideep Vaidya, Chris Clifton:
Privacy-Preserving Top-K Queries. ICDE 2005: 545-546
[c37]
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Wei Jiang, Jaideep Vaidya, Zahir Balaporia, Chris Clifton, Brett Banich:
Knowledge Discovery from Transportation Network Data. ICDE 2005: 1061-1072
[c36]
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Bhavani Thuraisingham, Latifur Khan, Chris Clifton, John A. Maurer, Marion G. Ceruti:
Dependable Real-Time Data Mining. ISORC 2005: 158-165
2004
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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
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Jaideep Vaidya, Chris Clifton:
Privacy-Preserving Outlier Detection. ICDM 2004: 233-240
[c33]
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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
[c32]
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Murat Kantarcioglu, Jiashun Jin, Chris Clifton:
When do data mining results violate privacy? KDD 2004: 599-604
[c31]
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Murat Kantarcioglu, Chris Clifton:
Privately Computing a Distributed k-nn Classifier. PKDD 2004: 279-290
[c30]
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Jaideep Vaidya, Chris Clifton:
Privacy Preserving Naïve Bayes Classifier for Vertically Partitioned Data. SDM 2004: 522-526
2003
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Murat Kantarcioglu, Chris Clifton:
Assuring privacy when big brother is watching. DMKD 2003: 88-93
[c28]
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Jaideep Vaidya, Chris Clifton:
Privacy-preserving k-means clustering over vertically partitioned data. KDD 2003: 206-215
[c27]
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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
[c26]
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Jaideep Vaidya, Chris Clifton:
Leveraging the "Multi" in secure multi-party computation. WPES 2003: 53-59
[c25]
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Siddhartha K. Goel, Chris Clifton, Arnon Rosenthal:
Derived access control specification for XML. XML Security 2003: 1-14
2002
[c24]
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Murat Kantarcioglu, Chris Clifton:
Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data. DMKD 2002
[c23]
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Jaideep Vaidya, Chris Clifton:
Privacy preserving association rule mining in vertically partitioned data. KDD 2002: 639-644
2001
[c22]
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Chris Clifton, John Griffith, Rod Holland:
GeoNode: An End-to-End System from Research Components. ICDE Demo Sessions 2001: 12-14
[c21]
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Bhavani Thuraisingham, Chris Clifton, John A. Maurer, Marion G. Ceruti:
Real-Time Data Mining of Multimedia Objects. ISORC 2001: 360-365
[c20]
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Bhavani Thuraisingham, Chris Clifton, Amar Gupta, Elisa Bertino, Elena Ferrari:
Directions for Web and E-Commerce Applications Security. WETICE 2001: 200-204
1999
[c19]
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Chris Clifton:
Protecting Against Data Mining through Samples. DBSec 1999: 193-207
[c18]
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T. C. Ting, Ming-Yuh Huang, D. Shayne Pitcock, Chris Clifton, Tsau Young Lin:
Panel on Intrusion Detection. DBSec 1999: 227-234
[c17]
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Chris Clifton, Robert Cooley:
TopCat: Data Mining for Topic Identification in a Text Corpus. PKDD 1999: 174-183
1998
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Chris Clifton, Rick Steinheiser:
Data Mining on Text. COMPSAC 1998: 630-635
[c15]
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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
1997
[c14]
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Bhavani 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
[c13]
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Chris Clifton, E. Housman, Arnon Rosenthal:
Experience with a Combined Approach to Attribute-Matching Across Heterogeneous Databases. DS-7 1997: 428-
1996
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Peter Scheuermann, Wen-Syan Li, Chris Clifton:
Dynamic Integration and Query Processing with Ranked Role Sets. CoopIS 1996: 157-166
1995
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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
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Chris Clifton, Wen-Syan Li:
Classifying Software Components Using Design Characteristics. KBSE 1995: 139-146
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Wen-Syan Li, Chris Clifton:
Semint: A System Prototype for Semantic Integration in Heterogeneous Databases. SIGMOD Conference 1995: 484
1994
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Wen-Syan Li, Chris Clifton:
Semantic Integration in Heterogeneous Databases Using Neural Networks. VLDB 1994: 1-12
1993
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Daniel Barbará, Chris Clifton:
Information Brokers: Sharing Knowledge in a Heterogeneous Distributed System. DEXA 1993: 80-91
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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
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Wen-Syan Li, Chris Clifton:
Using Field Specifications to Determine Attribute Equivalence in Heterogeneous Databases. RIDE-IMS 1993: 174-177
1991
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Chris Clifton, Hector Garcia-Molina:
Distributed processing of filtering queries in HyperFile. ICDCS 1991: 54-64
1990
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Hector Garcia-Molina, Robert K. Abbott, Chris Clifton, Carl Staelin, Kenneth Salem:
Data Management with Massive Memory: A Summary. PRISMA Workshop 1990: 63-70
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Chris Clifton, Hector Garcia-Molina:
Indexing in a Hypertext Database. VLDB 1990: 36-49
1988
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Chris Clifton, Hector Garcia-Molina:
The design of a document database. DOCPROCS 1988: 125-134

Parts in Books or Collections

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2012
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Chris Clifton:
Discovering Privacy. Journeys to Data Mining 2012: 51-59
2008
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Chris Clifton, Wei Jiang, Mummoorthy Murugesan, Mehmet Ercan Nergiz:
Is Privacy Still an Issue for Data Mining? Next Generation of Data Mining 2008

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

Reference Works

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2018
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Chris Clifton:
Individually Identifiable Data. Encyclopedia of Database Systems (2nd ed.) 2018
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Chris Clifton:
Privacy Metrics. Encyclopedia of Database Systems (2nd ed.) 2018
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Chris Clifton:
Privacy-Preserving Data Mining. Encyclopedia of Database Systems (2nd ed.) 2018
2009
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Chris Clifton:
Individually Identifiable Data. Encyclopedia of Database Systems 2009: 1471-1472
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Chris Clifton:
Privacy Metrics. Encyclopedia of Database Systems 2009: 2137-2139
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Chris Clifton:
Privacy-Preserving Data Mining. Encyclopedia of Database Systems 2009: 2147-2150

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2022
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Chris Clifton, Bradley A. Malin, Anna Oganian, Ramesh Raskar, Vivek Sharma:
A Roadmap for Greater Public Use of Privacy-Sensitive Government Data: Workshop Report. CoRR abs/2208.01636 (2022)
2021
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Tao Li, Chris Clifton:
Differentially Private Imaging via Latent Space Manipulation. CoRR abs/2103.05472 (2021)
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Yan Zhou, Murat Kantarcioglu, Chris Clifton:
Improving Fairness of AI Systems with Lossless De-biasing. CoRR abs/2105.04534 (2021)
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MinKeun Chung, Liang Liu, Andreas Johansson, Sara Gunnarsson, Martin Nilsson, Zhinong Ying, Olof Zander, Kamal Samanta, Chris Clifton, Toshiyuki Koimori, Shinya Morita, Satoshi Taniguchi, Fredrik Tufvesson, Ove Edfors:
LuMaMi28: Real-Time Millimeter-Wave Massive MIMO Systems with Antenna Selection. CoRR abs/2109.03273 (2021)
2020
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Farzad Zafarani, Chris Clifton:
Differentially Private Naïve Bayes Classifier using Smooth Sensitivity. CoRR abs/2003.13955 (2020)
2016
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Koray Mancuhan, Chris Clifton:
Decision Tree Classification on Outsourced Data. CoRR abs/1610.05796 (2016)
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Koray Mancuhan, Chris Clifton:
Statistical Learning Theory Approach for Data Classification with l-diversity. CoRR abs/1610.05815 (2016)
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Koray Mancuhan, Chris Clifton:
K-Nearest Neighbor Classification Using Anatomized Data. CoRR abs/1610.06048 (2016)
2012
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Christopher W. Clifton, Bart Kuijpers, Katharina Morik, Yücel Saygin:
Mobility Data Mining and Privacy (Dagstuhl Seminar 12331). Dagstuhl Reports 2(8): 16-53 (2012)
2004
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Raghu Ramakrishnan, Rakesh Agrawal, Johann-Christoph Freytag, Toni Bollinger, Christopher W. Clifton, Saso Dzeroski, Jochen Hipp, Daniel A. Keim, Stefan Kramer, Hans-Peter Kriegel, Ulf Leser, Bing Liu, Heikki Mannila, Rosa Meo, Shinichi Morishita, Raymond T. Ng, Jian Pei, Prabhakar Raghavan, Myra Spiliopoulou, Jaideep Srivastava, Vicenç Torra:
Data Mining: The Next Generation. Perspectives Workshop: Data Mining: The Next Generation 2004

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