An experimental study of distortion-based techniques for association rule hiding

IFIP Advances in Information and Communication Technology

Volumn 144, Issue , 2004, Pages 325-339

  Pontikakis, Emmanuel D ^a   Tsitsonis, Achilleas A ^a   Verykios, Vassilios S ^b  

^a UNIVERSITY OF PATRAS   (Greece)

^b University of Patras and Computer Technology Institute   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATION RULES;

BINARY DATA; LARGE DATABASE; PRIORITIZATION; PRIVACY PRESERVING DATA MINING; PROCESSING TIME; SECURITY AND PRIVACY ISSUES; SENSITIVE ASSOCIATION RULES; SIDE EFFECT;

DATA MINING;

EID: 84880954718     PISSN: 18684238     EISSN: None     Source Type: Book Series    
DOI: 10.1007/1-4020-8128-6_22     Document Type: Conference Paper

References (15)

1. Yucel Saygin, Vassilios Verykios, and Chris Clifton, Using Unknowns to Prevent Discovery of Association Rules, SIGMOD Record 30 (2001), no. 4, 45-54.
2. Stanley R., M. Oliveira and Osmar R. Zaiane, Privacy Preserving frequent Itemset Mining, In Proceedings of the IEEE ICDM Workshop on Privacy, Security and Data Mining (2002), 43-54.
3. Vassilios S. Verykios, Ahmed K. Elmagarmid, Bertino Elisa, Yucel Saygin, and Dasseni Elena, Association Rule Hiding, IEEE Transactions on Knowledge and Data Engineering (2003).
4. Mike J. Atallah, Elisa Bertino, Ahmed K. Elmagarmid, Mohamed Ibrahim, and Vassilios S. Verykios, Disclosure Limitation of Sensitive Rules, In Proceedings of the IEEE Knowledge and Data Engineering Workshop (1999), 45-52.
5. Elena Dasseni, Vassilios S. Verykios, Ahmed K. Elmagarmid, and Elisa Bertino, Hiding Association Rules by using Confidence and Support, In Proceedings of the 4th Information Hiding Workshop (2001), 369-383.
6. Yucel Saygin, Vassilios S. Verykios, and Ahmed K. Elmagarmid, Privacy Preserving Association Rule Mining, In Proceedings of the 12' International Workshop on Research Issues in Data Engineering (2002), 151-158.
7. Johnsten, T., Raghavan, V., Hill K., 2002. The Security Assessment of Association Mining Algorithms in Proceedings of the Sixteenth Annual IFIP WG 11.3 Working Conference on Database Applications Security.
8. Vassilios S. Verykios, Elisa Bertino, Igor Nai Fovino, Loredana Parasiliti Provenza, Yucel Saygin, Yannis Theodoridis, State of the Art in Privacy Preserving Data Mining. To appear in SIGMOD Record 2003.
9. Alexandre Evfimievski, Ramakrishnan Srikant, Rakesh Agrawal, Johannes Gehrke. Privacy Preserving Mining of Association Rules. SIGKDD 2002, Edmonton, AlbertaCanada.
10. Murat Kantarcioglou and Chris Clifton, Privacy Preserving Distributed Mining ofAssociation Rules on Horizontally Partitioned Data, In Proceedings of the ACMSIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery (2002), 24-31.
11. Jaideep Vaidya and Chris Clifton, Privacy Preserving Association Rule Mining inVertically Partitioned Data, In the 8th ACM SIGKDD International Conference onKnowledge Discovery and Data Mining (2002), 639-644.
12. R. Agrawal and R. Srikant. Privacy-Preserving Data Mining. In Proceedings of the2000 ACM SIGMOD Conference on Management of Data, Dallas, TX, May 14-19 2000. ACM.
13. C. Clifton and D. Marks. Security and Privacy Implications of Data Mining. In ACMSIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery,pages 15-19, May 1996.
14. Y. Lindell and B. Pinkas. Privacy Preserving Data Mining. Lecture Notes in ComputerScience, 2000.
15. LiWu Chang and Ira S. Moskowitz, Parsimonious Downgrading and Decision TreesApplied to the Inference Problem, In Proceedings of the 1998 N e w Security ParadigmsWorkshop (1998), 82-89.