C. Clifton

Most-cited papers

1. Hiding the presence of individuals from shared databases

   M. Nergiz, Maurizio Atzori, C. Clifton

   2007ACM SIGMOD Conference363 citations

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2. How Much Is Enough? Choosing ε for Differential Privacy

   Jaewoo Lee, C. Clifton

   2011Information Security Conference283 citations

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3. Privacy-preserving Naïve Bayes classification

   Jaideep Vaidya, Murat Kantarcioglu, C. Clifton

   2008The VLDB journal238 citations

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4. On syntactic anonymity and differential privacy

   C. Clifton, Tamir Tassa

   20132013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW)233 citations

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5. Multirelational k-Anonymity

   M. Nergiz, C. Clifton, A. Nergiz

   2007IEEE Transactions on Knowledge and Data Engineering171 citations Open access

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6. Differential identifiability

   Jaewoo Lee, C. Clifton

   2012Knowledge Discovery and Data Mining108 citations

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7. Efficient privacy-preserving similar document detection

   Mummoorthy Murugesan, Wei Jiang, C. Clifton, Si Luo +1 more

   2010The VLDB journal92 citations

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8. Classifier evaluation and attribute selection against active adversaries

   Murat Kantarcioglu, B. Xi, C. Clifton

   2010Data mining and knowledge discovery88 citations Open access

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9. Top-k frequent itemsets via differentially private FP-trees

   Jaewoo Lee, C. Clifton

   2014Knowledge Discovery and Data Mining87 citations

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10. Providing Privacy through Plausibly Deniable Search

    Mummoorthy Murugesan, C. Clifton

    2009SDM81 citations

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11. A Guide to Differential Privacy Theory in Social Network Analysis

    Christine Task, C. Clifton

    20122012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining79 citations

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12. Transforming Semi-Honest Protocols to Ensure Accountability

    Wei Jiang, C. Clifton, Murat Kantarcioglu

    2006Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06)68 citations

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13. t-Plausibility: Generalizing Words to Desensitize Text

    Balamurugan Anandan, C. Clifton, Wei-Qiang Jiang, Mummoorthy Murugesan +2 more

    2012Transactions on Data Privacy67 citations

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14. Privacy-Preserving Kth Element Score over Vertically Partitioned Data

    Jaideep Vaidya, C. Clifton

    2009IEEE Transactions on Knowledge and Data Engineering62 citations

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15. Similar Document Detection with Limited Information Disclosure

    Wei Jiang, Mummoorthy Murugesan, C. Clifton, Si Luo

    2008IEEE International Conference on Data Engineering61 citations

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16. Combating discrimination using Bayesian networks

    Koray Mancuhan, C. Clifton

    2014Artificial Intelligence and Law60 citations

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17. δ-Presence without Complete World Knowledge

    M. Nergiz, C. Clifton

    2010IEEE Transactions on Knowledge and Data Engineering48 citations

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18. Privacy-Integrated Graph Clustering Through Differential Privacy

    Yvonne Mülle, C. Clifton, Klemens Böhm

    2015EDBT/ICDT Workshops46 citations

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19. An Approach to Securely Identifying Beneficial Collaboration in Decentralized Logistics Systems

    C. Clifton, Ananth V. Iyer, Richard Cho, Wei Jiang +2 more

    2008Manufacturing & Service Operations Management38 citations

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20. Significance of Term Relationships on Anonymization

    Balamurugan Anandan, C. Clifton

    20112011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology32 citations

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21. Differentially Private Imaging via Latent Space Manipulation

    Tao Li, C. Clifton

    2021arXiv.org28 citations

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22. Privacy-Preserving Data Mining

    C. Clifton

    2018Encyclopedia of Database Systems22 citations

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23. What Should We Protect? Defining Differential Privacy for Social Network Analysis

    Christine Task, C. Clifton

    201422 citations

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24. Practical and Secure Integer Comparison and Interval Check

    A. Nergiz, M. Nergiz, T. Pedersen, C. Clifton

    20102010 IEEE Second International Conference on Social Computing19 citations

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25. Information Seeking

    Dong-Hui Zhang, V. Tsotras, S. Levialdi, G. Grinstein +81 more

    2009Encyclopedia of Database Systems19 citations

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26. Query Processing in Private Data Outsourcing Using Anonymization

    A. Nergiz, C. Clifton

    2011Database Security18 citations Open access

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27. Laplace noise generation for two-party computational differential privacy

    Balamurugan Anandan, C. Clifton

    2015Conference on Privacy, Security and Trust17 citations

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28. AC-Framework for Privacy-Preserving Collaboration

    Wei Jiang, C. Clifton

    2007SDM17 citations

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29. Mobility Data Mining and Privacy (Dagstuhl Seminar 12331)

    C. Clifton, B. Kuijpers, K. Morik, Y. Saygín

    2012Dagstuhl Reports15 citations

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30. A game theoretic framework for adversarial learning

    Murat Kantarcioglu, B. Xi, C. Clifton

    200814 citations

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31. Improving Fairness of AI Systems with Lossless De-biasing

    Yan Zhou, Murat Kantarcioglu, C. Clifton

    2021arXiv.org13 citations

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32. Differentially Private Naïve Bayes Classifier Using Smooth Sensitivity

    Farzad Zafarani, C. Clifton

    2020Proceedings on Privacy Enhancing Technologies13 citations Open access

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33. Differentially Private Feature Selection for Data Mining

    Balamurugan Anandan, C. Clifton

    2018IWSPA@CODASPY13 citations

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34. Privacy through Uncertainty in Location-Based Services

    Shawn Merrill, Nilgun Basalp, J. Biskup, Erik Buchmann +4 more

    20132013 IEEE 14th International Conference on Mobile Data Management13 citations Open access

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35. Updating outsourced anatomized private databases

    A. Nergiz, C. Clifton, Q. Malluhi

    2013International Conference on Extending Database Technology13 citations

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36. Efficient Sanitization of Unsafe Data Correlations

    B. al Bouna, C. Clifton, Q. Malluhi

    2015EDBT/ICDT Workshops12 citations

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37. Challenges and Opportunities for Security with Differential Privacy

    C. Clifton, Balamurugan Anandan

    2013International Conferences on Information Science and System11 citations

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38. Equilibrium Concepts for Rational Multiparty Computation

    John Ross Wallrabenstein, C. Clifton

    2013Decision and Game Theory for Security11 citations

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39. Proceedings of the 2011 SIAM International Conference on Data Mining

    Bing Liu, Huan Liu, C. Clifton, T. Washio +1 more

    201111 citations

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40. Differentially Private Significance Testing on Paired-Sample Data

    Christine Task, C. Clifton

    2016SDM10 citations Open access

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41. Protein Sequence

    P. D. Gray, Todd Eavis, A. Inselberg, P. Valduriez +75 more

    2009Encyclopedia of Database Systems10 citations

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42. Is Privacy Still an Issue for Data Mining?

    C. Clifton, Wei Jiang, Mummoorthy Murugesan, M. Nergiz

    2008Next Generation of Data Mining10 citations

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43. Unfair AI: It Isn’t Just Biased Data

    Ch. Haider, C. Clifton, Yan Zhou

    2022Industrial Conference on Data Mining9 citations

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44. Statistical Learning Theory Approach for Data Classification with ℓ-diversity

    Koray Mancuhan, C. Clifton

    2016SDM9 citations

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45. Discriminatory Decision Policy Aware Classification

    Koray Mancuhan, C. Clifton

    20122012 IEEE 12th International Conference on Data Mining Workshops9 citations

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46. Secure minimum weighted bipartite matching

    Balamurugan Anandan, C. Clifton

    2017International Conference on Data Science in Cyberspace8 citations

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47. Anonymous Search Histories Featuring Personalized Advertisement - Balancing Privacy with Economic Interests

    Thorben Burghardt, Klemens Böhm, Achim Guttmann, C. Clifton

    2011Transactions on Data Privacy8 citations

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48. Collaborative Search and User Privacy: How Can They Be Reconciled?

    Thorben Burghardt, Erik Buchmann, Klemens Böhm, C. Clifton

    2008International Conference on Collaborative Computing8 citations

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49. Plausibly Deniable Search

    Mummoorthy Murugesan, W. Lafayette, C. Clifton

    20088 citations

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50. Privacy Preserving Tâtonnement - A Cryptographic Construction of an Incentive Compatible Market

    John Ross Wallrabenstein, C. Clifton

    2012Financial Cryptography7 citations

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