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Generalizing data to provide anonymity when disclosing information (abstract)
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Source Symposium on Principles of Database Systems archive
Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems table of contents
Seattle, Washington, United States
Page: 188  
Year of Publication: 1998
ISBN:0-89791-996-3
Authors
Pierangela Samarati  SRI International
Latanya Sweeney  Massachusetts Institute of Technology
Sponsors
SIGART: ACM Special Interest Group on Artificial Intelligence
SIGMOD: ACM Special Interest Group on Management of Data
SIGACT: ACM Special Interest Group on Algorithms and Computation Theory
Publisher
ACM  New York, NY, USA
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Downloads (6 Weeks): 18,   Downloads (12 Months): 129,   Citation Count: 42
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CITED BY  43
Alexandre Evfimievski, Randomization in privacy preserving data mining, ACM SIGKDD Explorations Newsletter, v.4 n.2, p.43-48, December 2002
David Woodruff , Jessica Staddon, Private inference control, Proceedings of the 11th ACM conference on Computer and communications security, October 25-29, 2004, Washington DC, USA
Staal A. Vinterbo, Privacy: A Machine Learning View, IEEE Transactions on Knowledge and Data Engineering, v.16 n.8, p.939-948, August 2004
Zhiqiang Yang , Sheng Zhong , Rebecca N. Wright, Anonymity-preserving data collection, Proceeding of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, August 21-24, 2005, Chicago, Illinois, USA
Sheng Zhong , Zhiqiang Yang , Rebecca N. Wright, Privacy-enhancing k-anonymization of customer data, Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, June 13-15, 2005, Baltimore, Maryland
Chao Yao , X. Sean Wang , Sushil Jajodia, Checking for k-anonymity violation by views, Proceedings of the 31st international conference on Very large data bases, August 30-September 02, 2005, Trondheim, Norway
Adam Meyerson , Ryan Williams, On the complexity of optimal K-anonymity, Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, June 14-16, 2004, Paris, France
Xiaoxun Sun , Min Li , Hua Wang , Ashley Plank, An efficient hash-based algorithm for minimal k-anonymity, Proceedings of the thirty-first Australasian conference on Computer science, January 01-01, 2008, Wollongong, Australia
Rosie Jones , Ravi Kumar , Bo Pang , Andrew Tomkins, Vanity fair: privacy in querylog bundles, Proceeding of the 17th ACM conference on Information and knowledge management, October 26-30, 2008, Napa Valley, California, USA
Gabriel Ghinita , Panagiotis Karras , Panos Kalnis , Nikos Mamoulis, Fast data anonymization with low information loss, Proceedings of the 33rd international conference on Very large data bases, September 23-27, 2007, Vienna, Austria
Jian Xu , Wei Wang , Jian Pei , Xiaoyuan Wang , Baile Shi , Ada Wai-Chee Fu, Utility-based anonymization using local recoding, Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, August 20-23, 2006, Philadelphia, PA, USA
Hui Wang , Laks V.S. Lakshmanan, Probabilistic privacy analysis of published views, Proceedings of the 5th ACM workshop on Privacy in electronic society, October 30-30, 2006, Alexandria, Virginia, USA
Xiaokui Xiao , Yufei Tao, Anatomy: simple and effective privacy preservation, Proceedings of the 32nd international conference on Very large data bases, September 12-15, 2006, Seoul, Korea
Jian Xu , Wei Wang , Jian Pei , Xiaoyuan Wang , Baile Shi , Ada Wai-Chee Fu, Utility-based anonymization for privacy preservation with less information loss, ACM SIGKDD Explorations Newsletter, v.8 n.2, p.21-30, December 2006
Rakesh Agrawal , Tyrone Grandison , Christopher Johnson , Jerry Kiernan, Enabling the 21st century health care information technology revolution, Communications of the ACM, v.50 n.2, p.34-42, February 2007
Ravi Kumar , Jasmine Novak , Bo Pang , Andrew Tomkins, On anonymizing query logs via token-based hashing, Proceedings of the 16th international conference on World Wide Web, May 08-12, 2007, Banff, Alberta, Canada
Anna C. Squicciarini , Elisa Bertino , Elena Ferrari , Indrakshi Ray, Achieving Privacy in Trust Negotiations with an Ontology-Based Approach, IEEE Transactions on Dependable and Secure Computing, v.3 n.1, p.13, January 2006
Benjamin C. M. Fung , Ke Wang , Philip S. Yu, Anonymizing Classification Data for Privacy Preservation, IEEE Transactions on Knowledge and Data Engineering, v.19 n.5, p.711-725, May 2007
Raymond Chi-Wing Wong , Ada Wai-Chee Fu , Ke Wang , Jian Pei, Anonymization-based attacks in privacy-preserving data publishing, ACM Transactions on Database Systems (TODS), v.34 n.2, p.1-46, June 2009
Kun Liu , Evimaria Terzi, Towards identity anonymization on graphs, Proceedings of the 2008 ACM SIGMOD international conference on Management of data, June 09-12, 2008, Vancouver, Canada
Hyoungmin Park , Kyuseok Shim, Approximate algorithms for K-anonymity, Proceedings of the 2007 ACM SIGMOD international conference on Management of data, June 11-14, 2007, Beijing, China
Xiaokui Xiao , Yufei Tao, M-invariance: towards privacy preserving re-publication of dynamic datasets, Proceedings of the 2007 ACM SIGMOD international conference on Management of data, June 11-14, 2007, Beijing, China
Hu Cao , Ouri Wolfson , Goce Trajcevski, Spatio-temporal data reduction with deterministic error bounds, The VLDB Journal — The International Journal on Very Large Data Bases, v.15 n.3, p.211-228, September 2006
Miguel Castro , Manuel Costa , Jean-Philippe Martin, Better bug reporting with better privacy, ACM SIGPLAN Notices, v.43 n.3, March 2008
Francesco Bonchi , Bradley Malin , Yücel Saygin, Guest editorial: Recent advances in preserving privacy when mining data, Data & Knowledge Engineering, v.65 n.1, p.1-4, April, 2008
Shipra Agrawal , Jayant R. Haritsa , B. Aditya Prakash, FRAPP: a framework for high-accuracy privacy-preserving mining, Data Mining and Knowledge Discovery, v.18 n.1, p.101-139, February 2009
Rong Ge , Martin Ester , Wen Jin , Ian Davidson, Constraint-driven clustering, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, August 12-15, 2007, San Jose, California, USA
Rosie Jones , Ravi Kumar , Bo Pang , Andrew Tomkins, "I know what you did last summer": query logs and user privacy, Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, November 06-10, 2007, Lisbon, Portugal
Tochukwu Iwuchukwu , Jeffrey F. Naughton, K-anonymization as spatial indexing: toward scalable and incremental anonymization, Proceedings of the 33rd international conference on Very large data bases, September 23-27, 2007, Vienna, Austria
M. L. Damiani , E. Bertino , P. Perlasca, Data security in location-aware applications: an approach based on RBAC, International Journal of Information and Computer Security, v.1 n.1/2, p.5-38, January 2007
Lingyu Wang , Yingjiu Li , Sushil Jajodia , Duminda Wijesekera, Parity-based inference control for multi-dimensional range sum queries, Journal of Computer Security, v.15 n.4, p.417-445, September 2007
Maurizio Atzori , Francesco Bonchi , Fosca Giannotti , Dino Pedreschi, Anonymity preserving pattern discovery, The VLDB Journal — The International Journal on Very Large Data Bases, v.17 n.4, p.703-727, July 2008
Hui (Wendy) Wang , Ruilin Liu, Hiding distinguished ones into crowd: privacy-preserving publishing data with outliers, Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, March 24-26, 2009, Saint Petersburg, Russia
Bin Zhou , Yi Han , Jian Pei , Bin Jiang , Yufei Tao , Yan Jia, Continuous privacy preserving publishing of data streams, Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, March 24-26, 2009, Saint Petersburg, Russia
Benjamin C. M. Fung , Ke Wang , Lingyu Wang , Patrick C. K. Hung, Privacy-preserving data publishing for cluster analysis, Data & Knowledge Engineering, v.68 n.6, p.552-575, June, 2009
Noman Mohammed , Benjamin C. M. Fung , Ke Wang , Patrick C. K. Hung, Privacy-preserving data mashup, Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, March 24-26, 2009, Saint Petersburg, Russia
Roman Yarovoy , Francesco Bonchi , Laks V. S. Lakshmanan , Wendy Hui Wang, Anonymizing moving objects: how to hide a MOB in a crowd?, Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, March 24-26, 2009, Saint Petersburg, Russia
Brian Thompson , Danfeng Yao, The union-split algorithm and cluster-based anonymization of social networks, Proceedings of the 4th International Symposium on Information, Computer, and Communications Security, March 10-12, 2009, Sydney, Australia
Benjamin C. M. Fung , Ming Cao , Bipin C. Desai , Heng Xu, Privacy protection for RFID data, Proceedings of the 2009 ACM symposium on Applied Computing, March 08-12, 2009, Honolulu, Hawaii
Bin Zhou , Jian Pei , WoShun Luk, A brief survey on anonymization techniques for privacy preserving publishing of social network data, ACM SIGKDD Explorations Newsletter, v.10 n.2, December 2008
Sheng Zhong, On Distributed k-Anonymization, Fundamenta Informaticae, v.92 n.4, p.411-431, December 2009
Sheng Zhong , Zhiqiang Yang , Tingting Chen, k-Anonymous data collection, Information Sciences: an International Journal, v.179 n.17, p.2948-2963, August, 2009
Frank D. McSherry, Privacy integrated queries: an extensible platform for privacy-preserving data analysis, Proceedings of the 35th SIGMOD international conference on Management of data, June 29-July 02, 2009, Providence, Rhode Island, USA

INDEX TERMS

Primary Classification:
  H. Information Systems
  H.2 DATABASE MANAGEMENT
      H.2.7 Database Administration
          Subjects: Security, integrity, and protection

Additional Classification:
  E. Data
  E.3 DATA ENCRYPTION

  H. Information Systems
  H.1 MODELS AND PRINCIPLES
      H.1.2 User/Machine Systems
          Subjects: Human factors

  K. Computing Milieux
  K.4 COMPUTERS AND SOCIETY
      K.4.1 Public Policy Issues
          Subjects: Privacy


General Terms:
Algorithms, Human Factors, Security

Collaborative Colleagues:
Pierangela Samarati: colleagues
Latanya Sweeney: colleagues

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