Privacy-Preserving Data Mining

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

2. A General Survey of Privacy-Preserving Data Mining Models and Algorithms
Charu C. Aggarwal, Philip S. Yu

3. A Survey of Inference Control Methods for Privacy-Preserving Data Mining
Josep Domingo-Ferrer

4. Measures of Anonymity
Suresh Venkatasubramanian

5. k-Anonymous Data Mining: A Survey
V. Ciriani, S. De Capitani Vimercati, S. Foresti, P. Samarati

6. A Survey of Randomization Methods for Privacy-Preserving Data Mining
Charu C. Aggarwal, Philip S. Yu

7. A Survey of Multiplicative Perturbation for Privacy-Preserving Data Mining
Keke Chen, Ling Liu

8. A Survey of Quantification of Privacy Preserving Data Mining Algorithms
Elisa Bertino, Dan Lin, Wei Jiang

9. A Survey of Utility-based Privacy-Preserving Data Transformation Methods
Ming Hua, Jian Pei

10. Mining Association Rules under Privacy Constraints
Jayant R. Haritsa

11. A Survey of Association Rule Hiding Methods for Privacy
Vassilios S. Verykios, Aris Gkoulalas-Divanis

12. A Survey of Statistical Approaches to Preserving Confidentiality of Contingency Table Entries
Stephen E. Fienberg, Aleksandra B. Slavkovic

13. A Survey of Privacy-Preserving Methods Across Horizontally Partitioned Data
Murat Kantarcioglu

14. A Survey of Privacy-Preserving Methods Across Vertically Partitioned Data
Jaideep Vaidya

15. A Survey of Attack Techniques on Privacy-Preserving Data Perturbation Methods
Kun Liu, Chris Giannella, Hillol Kargupta

16. Private Data Analysis via Output Perturbation
Kobbi Nissim

17. A Survey of Query Auditing Techniques for Data Privacy
Shubha U. Nabar, Krishnaram Kenthapadi, Nina Mishra, Rajeev Motwani

18. Privacy and the Dimensionality Curse
Charu C. Aggarwal

19. Personalized Privacy Preservation
Yufei Tao, Xiaokui Xiao

20. Privacy-Preserving Data Stream Classification
Yabo Xu, Ke Wang, Ada Wai-Chee Fu, Rong She, Jian Pei

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Avainsanat: COMPUTERS / Computer Science COM014000