Association Rule Hiding for Data Mining

1. Introduction
Aris Gkoulalas-Divanis, Vassilios S. Verykios

2. Background
Aris Gkoulalas-Divanis, Vassilios S. Verykios

3. Classes of Association Rule Hiding Methodologies
Aris Gkoulalas-Divanis, Vassilios S. Verykios

4. Other Knowledge Hiding Methodologies
Aris Gkoulalas-Divanis, Vassilios S. Verykios

5. Summary
Aris Gkoulalas-Divanis, Vassilios S. Verykios

6. Distortion Schemes
Aris Gkoulalas-Divanis, Vassilios S. Verykios

7. Blocking Schemes
Aris Gkoulalas-Divanis, Vassilios S. Verykios

8. Summary
Aris Gkoulalas-Divanis, Vassilios S. Verykios

9. Border Revision for Knowledge Hiding
Aris Gkoulalas-Divanis, Vassilios S. Verykios

10. BBA Algorithm
Aris Gkoulalas-Divanis, Vassilios S. Verykios

11. Max-Min Algorithms
Aris Gkoulalas-Divanis, Vassilios S. Verykios

12. Summary
Aris Gkoulalas-Divanis, Vassilios S. Verykios

13. Menon's Algorithm
Aris Gkoulalas-Divanis, Vassilios S. Verykios

14. Inline Algorithm
Aris Gkoulalas-Divanis, Vassilios S. Verykios

15. Two-Phase Iterative Algorithm
Aris Gkoulalas-Divanis, Vassilios S. Verykios

16. Hybrid Algorithm
Aris Gkoulalas-Divanis, Vassilios S. Verykios

17. Parallelization Framework for Exact Hiding
Aris Gkoulalas-Divanis, Vassilios S. Verykios

18. Quantifying the Privacy of Exact Hiding Algorithms
Aris Gkoulalas-Divanis, Vassilios S. Verykios

19. Summary
Aris Gkoulalas-Divanis, Vassilios S. Verykios

20. Conclusions
Aris Gkoulalas-Divanis, Vassilios S. Verykios

21. Roadmap to Future Work
Aris Gkoulalas-Divanis, Vassilios S. Verykios

Keywords: Computer Science, Database Management, Information Systems Applications (incl.Internet), Artificial Intelligence (incl. Robotics), Data Structures, Cryptology and Information Theory, Algorithm Analysis and Problem Complexity, Performance and Reliability