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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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