TY - GEN
T1 - Privacy preserving data mining research
T2 - 7th International Conference on Computational Science, ICCS 2007
AU - Wu, Xiaodan
AU - Chu, Chao Hsien
AU - Wang, Yunfeng
AU - Liu, Fengli
AU - Yue, Dianmin
PY - 2007
Y1 - 2007
N2 - Recent advances in the Internet, in data mining, and in security technologies have gave rise to a new stream of research, known as privacy preserving data mining (PPDM). PPDM technologies allow us to extract relevant knowledge from a large amount of data, while hide sensitive data or information from disclosure. Several research questions have often being asked: (1) what kind of option available for privacy preserving? (2) Which method is more popular? (3) how to measure the performance of these algorithms? And (4) how effective of these algorithms in preserving privacy? To help answer these questions, we conduct an extensive review of 29 recent references from years 2000 to 2006 for analysis.
AB - Recent advances in the Internet, in data mining, and in security technologies have gave rise to a new stream of research, known as privacy preserving data mining (PPDM). PPDM technologies allow us to extract relevant knowledge from a large amount of data, while hide sensitive data or information from disclosure. Several research questions have often being asked: (1) what kind of option available for privacy preserving? (2) Which method is more popular? (3) how to measure the performance of these algorithms? And (4) how effective of these algorithms in preserving privacy? To help answer these questions, we conduct an extensive review of 29 recent references from years 2000 to 2006 for analysis.
UR - http://www.scopus.com/inward/record.url?scp=38149118157&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=38149118157&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-72588-6_125
DO - 10.1007/978-3-540-72588-6_125
M3 - Conference contribution
AN - SCOPUS:38149118157
SN - 9783540725879
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 762
EP - 772
BT - Computational Science - ICCS 2007 - 7th International Conference, Proceedings
PB - Springer Verlag
Y2 - 27 May 2007 through 30 May 2007
ER -