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Privacy-Preserving Data Mining 2008
- Charu C. Aggarwal, Philip S. Yu:

Privacy-Preserving Data Mining - Models and Algorithms. Advances in Database Systems 34, Springer 2008, ISBN 978-0-387-70991-8 - Charu C. Aggarwal, Philip S. Yu:

An Introduction to Privacy-Preserving Data Mining. 1-9 - Charu C. Aggarwal, Philip S. Yu:

A General Survey of Privacy-Preserving Data Mining Models and Algorithms. 11-52 - Josep Domingo-Ferrer:

A Survey of Inference Control Methods for Privacy-Preserving Data Mining. 53-80 - Suresh Venkatasubramanian:

Measures of Anonymity. 81-103 - Valentina Ciriani, Sabrina De Capitani di Vimercati, Sara Foresti, Pierangela Samarati:

k -Anonymous Data Mining: A Survey. 105-136 - Charu C. Aggarwal, Philip S. Yu:

A Survey of Randomization Methods for Privacy-Preserving Data Mining. 137-156 - Keke Chen, Ling Liu:

A Survey of Multiplicative Perturbation for Privacy-Preserving Data Mining. 157-181 - Elisa Bertino, Dan Lin, Wei Jiang:

A Survey of Quantification of Privacy Preserving Data Mining Algorithms. 183-205 - Ming Hua, Jian Pei:

A Survey of Utility-based Privacy-Preserving Data Transformation Methods. 207-237 - Jayant R. Haritsa:

Mining Association Rules under Privacy Constraints. 239-266 - Vassilios S. Verykios, Aris Gkoulalas-Divanis:

A Survey of Association Rule Hiding Methods for Privacy. 267-289 - Stephen E. Fienberg, Aleksandra B. Slavkovic:

A Survey of Statistical Approaches to Preserving Confidentiality of Contingency Table Entries. 291-312 - Murat Kantarcioglu:

A Survey of Privacy-Preserving Methods Across Horizontally Partitioned Data. 313-335 - Jaideep Vaidya:

A Survey of Privacy-Preserving Methods Across Vertically Partitioned Data. 337-358 - Kun Liu, Chris Giannella, Hillol Kargupta:

A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods. 359-381 - Kobbi Nissim:

Private Data Analysis via Output Perturbation - A Rigorous Approach to Constructing Sanitizers and Privacy Preserving Algorithms. 383-414 - Shubha U. Nabar, Krishnaram Kenthapadi, Nina Mishra, Rajeev Motwani:

A Survey of Query Auditing Techniques for Data Privacy. 415-431 - Charu C. Aggarwal:

Privacy and the Dimensionality Curse. 433-460 - Yufei Tao

, Xiaokui Xiao:
Personalized Privacy Preservation. 461-485 - Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Rong She, Jian Pei:

Privacy-Preserving Data Stream Classification. 487-510

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