Privacy Preserving Data Mining: Models and Algorithms

An Introduction to Privacy Preserving Data Mining.
A General Survey of Privacy Preserving Data Mining Models and Algorithms.
A Survey of Inference Control Methods for Privacy Preserving Data Mining.
Measures of Anonymity.
K Anonymous Data Mining: A Survey.
A Survey of Randomization Methods for Privacy Preserving Data Mining.
A Survey of Multiplicative Perturbation for Privacy Preserving Data Mining.
A Survey of Quantification of Privacy Preserving Data Mining Algorithms.
A Survey of Utility based Privacy Preserving Data Transformation Methods.
Mining Association Rules under Privacy Constraints.
A Survey of Association Rule Hiding Methods for Privacy.
A Survey of Statistical Approaches to Preserving Confidentiality of Contingency Table Entries.
A Survey of Privacy Preserving Methods Across Horizontally Partitioned Data.
Survey of Privacy Preserving Methods across Vertically Partitioned Data.
A Survey of Attack Techniques on Privacy Preserving Data Perturbation Methods.
Private Data Analysis via Output Perturbation.
A Survey of Query Auditing Techniques for Data Privacy.
Privacy and the Dimensionality Curse.
Personalized Privacy Preservation .
Privacy Preserving Data Stream Classification.
Index.