A cryptography based privacy preserving solution to mine cloud data

COMPUTE 2010 - The 3rd Annual ACM Bangalore Conference

Volumn , Issue , 2010, Pages

  Singh, Meena Dilip ^a   Krishna, P Radha ^a   Saxena, Ashutosh ^a  

^a INFOSYS TECHNOLOGIES LTD   (India)

Author keywords

Cryptography; Encrypted data; Privacy preserving data mining; Private equality test

Indexed keywords

BUSINESS ORGANIZATIONS; CLASSIFICATION TASKS; CLOUD COMPUTING; CLOUD DATA; DISTRIBUTED ENVIRONMENTS; ENCRYPTED DATA; GLOBAL LEVELS; K-NN CLASSIFIER; KNOWLEDGE-SHARING; NEAREST NEIGHBOUR; PRIVACY PRESERVING; PRIVACY PRESERVING DATA MINING;

CRYPTOGRAPHY; DATA MINING; MINING;

DATA PRIVACY;

EID: 77952988085     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1754288.1754302     Document Type: Conference Paper

References (10)

1. R. Agrawal and R. Srikant. 2000. Privacy-preserving data mining. In SIGMOD '00: Proceedings of the 2000 ACM SIGMOD international conference on Management of data, pages 439-450. ACM Press.
2. B.Pinkas. 2002. Cryptographic techniques for privacy-preserving data mining. SIGKDD Explor. Newsl., 4(2):12-19.
3. C. Clifton, M. Kantarcioglu, J. Vaidya, X. Lin, and M. Y. Zhu. 2002. Tools for privacy preserving distributed data mining. SIGKDD Explor. Newsl., 4(2):28-34.
4. N. P. Kumar, M. V. Rao, P. R. Krishna, and R. S. Bapi. 2005. Using sub-sequence information with kNN for classification of sequential data. In Distributed Computing and Internet Technology, Second International Conference, ICDCIT 2005, Bhubaneswar, India,.
5. P. Paillier. 1991. Public key cryptosystem based on composite degree residuosity classes. In Eurocrypt'99, pages 223-228. Springer.
6. S. Pearson. 2009. Taking account of privacy when designing cloud computing services. In CLOUD'09: Proceedings of the 2009 ICSE Workshop on Software Engineering Challenges of Cloud Computing.
7. R. L. Rivest, A. Shamir, and L. Adleman. 1978. A method for obtaining digital signatures and public-key cryptosystems. Commun. ACM, 21(2):120-126.
8. P. Samarati. 2001. Protecting respondents' identities in microdata release. IEEE Transactions on Knowledge and Data Engineering, 13(6):1010-1027.
9. M. Singh, P. R. Krishna, and A. Saxena. 2009. A privacy preserving Jaccard similarity function for mining encrypted data. In proceedings of TENCON 2009, Singapore. November 23-26, IEEE.
10. W. K. Wong, D. W.-l. Cheung, B. Kao, and N. Mamoulis. 2009. Secure kNN computation on encrypted databases. In SIGMOD '09: Proceedings of the 35th SIGMOD international conference on Management of data, pages 139-152, New York, NY, USA. ACM.