Privacy-preserving data analytics as an outsourced service

Proceedings of the ACM Conference on Computer and Communications Security

Volumn , Issue , 2008, Pages 87-95

  Kerschbaum, Florian ^a   Vayssière, Julien ^a  

^a SAP RESEARCH   (Germany)

Author keywords

Data analytics; Outsourcing; Remote auditing; Searchable encryption

Indexed keywords

DATA ANALYSTS; DATA ANALYTICS; ENCRYPTION SCHEMES; ITS DATA; KEYWORD SEARCH; PRIVACY PRESERVING; PRIVACY REQUIREMENTS; PROVABLY SECURE; RANGE QUERY; REMOTE AUDITING; SEARCHABLE ENCRYPTION;

DATA PRIVACY; OUTSOURCING; WEB SERVICES;

CRYPTOGRAPHY;

EID: 70349242396     PISSN: 15437221     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1456492.1456506     Document Type: Conference Paper

References (25)

1. Codification of Auditing Standards and Procedures. Statement on Auditing Standards Number 1. The American Institute of Certified Public Accountants (AICPA). 1972.
2. Consideration of Fraud in a Financial Statement Audit. Statement on Auditing Standards Number 99. The American Institute of Certified Public Accountants (AICPA). 2002.
3. R. Agrawal, J. Kiernan, R. Srikant, and Y. Xu. Order preserving encryption for numeric data. Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004.
4. D. Boneh, G. DiCrescenzo, R. Ostrovsky, and G. Persiano. Public-key Encryption with Keyword Search. Proceedings of Eurocrypt, 2004.
5. D. Boneh, E. Kushilevitz, R. Ostrovsky, and W. Skeith. Public Key Encryption That Allows PIR Queries. Proceedings of CRYPTO, 2007.
6. D. Boneh, and B. Waters. Conjunctive, Subset, and Range Queries on Encrypted Data. Proceedings of Theory of Cryptography Conference, 2007.
7. C. Cachin, S. Micali, and M. Stadler. Computationally Private Information Retrieval with Polylogarithmic Communication. Proceedings of Eurocrypt, 1999.
8. Y. Chang, and M. Mitzenmacher. Privacy Preserving Keyword Searches on Remote Encrypted Data. Proceedings of 3rd Applied Cryptography and Network Security Conference, 2005.
9. B. Chor, O. Goldreich, E. Kushilevitz, and M. Sudan. Private Information Retrieval. Proceedings of the 36th IEEE Symposium on Foundations of Computer Science, 1995.
10. R. Curtmola, J. Garay, S. Kamara, and R. Ostrovsky. Searchable Symmetric Encryption: Improved Definitions and Efficient Constructions. Proceedings of ACM Conference on Computer and Communications Security, 2006.
11. S. Evdokimov, and Oliver Günther. Encryption Techniques for Secure Database Outsourcing. Proceedings of the 12th European Symposium On Research In Computer Security, 2007.
12. E. Goh. Secure Indexes. Cryptology ePrint Archive: Report 2003/216. Available at http://eprint.iacr.org/2003/216/, 2003.
13. O. Goldreich. Secure Multi-party Computation. Available at www.wisdom.weizmann.ac.il/̃oded/pp.html, 2002.
14. O. Goldreich, and R. Ostrovsky. Software Protection and Simulation on Oblivious RAMs. Journal of ACM 43(3), 1996.
15. P. Golle, B. Waters, and J. Staddon. Secure Conjunctive Keyword Search over Encrypted Data. Proceedings of the 2nd International Conference on Applied Cryptography and Network Security, 2004.
16. H. Hacigümüs, B. Iyer, C. Li, and S. Mehrotra. Executing SQL over Encrypted Data in the Database-Service-Provider Model. Proceedings of the 28th ACM SIGMOD Conference on the Management of Data, 2002.
17. B. Hore, S. Mehrotra, and G. Tsudik. A Privacy-Preserving Index for Range Queries. Proceedings of the 30th International Conference on Very Large Data Bases, 2004.
18. E. Kushilevitz, and R. Ostrovsky. Replication is not needed: Single Database Computationally Private Information Retrieval. Proceedings of the 38th IEEE Symposium on Foundations of Computer Science, 1997.
19. A. Lenstra, and E. Verheul. Selecting Cryptographic Key Sizes, Journal of Cryptology 14, 2001.
20. E. Shi, J. Bethencourt, H. Chan, D. Song, and A. Perrig. Multi-Dimensional Range Query over Encrypted Data. Proceedings of IEEE Symposium on Security and Privacy, 2007.
21. R. Sion, and B. Carbunar. On the Computational Practicality of Private Information Retrieval. Proceedings of Network and Distributed System Security Symposium, 2007.
22. Brian Snow. We Need Assurance! Proceedings of the 21st Annual Computer Security Applications Conference, 2005
23. R. Vanasco. Fraud Auditing. Managerial Auditing Journal 13, 1998.
24. J. Wells. Billing Schemes, Part 1: Shell companies that don't deliver. Journal of Accountancy 194, 2000.
25. Z. Yang, S. Zhong, and R. Wright. Privacy-Preserving Queries on Encrypted Data. Proceedings of the 11th European Symposium On Research In Computer Security, 2006.