File Download
There are no files associated with this item.
Links for fulltext
(May Require Subscription)
- Publisher Website: 10.1109/ISDPE.2007.39
- Scopus: eid_2-s2.0-48049090224
Supplementary
-
Citations:
- Scopus: 0
- Appears in Collections:
Conference Paper: Application of oblivious transfer protocol in distributed data mining with privacy-preserving
| Title | Application of oblivious transfer protocol in distributed data mining with privacy-preserving |
|---|---|
| Authors | |
| Issue Date | 2007 |
| Citation | Proceedings of the 1st International Symposium on Data, Privacy, and E-Commerce, ISDPE 2007, 2007, p. 283-285 How to Cite? |
| Abstract | Privacy-preserving data mining(PPDM) is a rising direction. Specifically, with distributed data sources and consideration of privacy protection for all participants, sensitive information is not allowed to be disclosed between them in a cooperative work. In this research, we suggested and implemented an oblivious transfer method (OT-PPDM). Moreover, we compared it with other two representative resolutions for cooperative data mining. Theoretical analysis and synthetic experiment results show that OT-PPDM is secured and efficient. © 2007 IEEE. |
| Persistent Identifier | http://hdl.handle.net/10722/302142 |
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Wang, Weiping | - |
| dc.contributor.author | Deng, Bing | - |
| dc.contributor.author | Li, Zhepeng | - |
| dc.date.accessioned | 2021-08-30T13:57:53Z | - |
| dc.date.available | 2021-08-30T13:57:53Z | - |
| dc.date.issued | 2007 | - |
| dc.identifier.citation | Proceedings of the 1st International Symposium on Data, Privacy, and E-Commerce, ISDPE 2007, 2007, p. 283-285 | - |
| dc.identifier.uri | http://hdl.handle.net/10722/302142 | - |
| dc.description.abstract | Privacy-preserving data mining(PPDM) is a rising direction. Specifically, with distributed data sources and consideration of privacy protection for all participants, sensitive information is not allowed to be disclosed between them in a cooperative work. In this research, we suggested and implemented an oblivious transfer method (OT-PPDM). Moreover, we compared it with other two representative resolutions for cooperative data mining. Theoretical analysis and synthetic experiment results show that OT-PPDM is secured and efficient. © 2007 IEEE. | - |
| dc.language | eng | - |
| dc.relation.ispartof | Proceedings of the 1st International Symposium on Data, Privacy, and E-Commerce, ISDPE 2007 | - |
| dc.title | Application of oblivious transfer protocol in distributed data mining with privacy-preserving | - |
| dc.type | Conference_Paper | - |
| dc.description.nature | link_to_subscribed_fulltext | - |
| dc.identifier.doi | 10.1109/ISDPE.2007.39 | - |
| dc.identifier.scopus | eid_2-s2.0-48049090224 | - |
| dc.identifier.spage | 283 | - |
| dc.identifier.epage | 285 | - |