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ISI
2008
Springer
14 years 12 months ago
Probabilistic frameworks for privacy-aware data mining
Often several cooperating parties would like to have a global view of their joint data for various data mining objectives, but cannot reveal the contents of individual records due...
Joydeep Ghosh
VLDB
2005
ACM
136views Database» more  VLDB 2005»
15 years 5 months ago
On k-Anonymity and the Curse of Dimensionality
In recent years, the wide availability of personal data has made the problem of privacy preserving data mining an important one. A number of methods have recently been proposed fo...
Charu C. Aggarwal
CTRSA
2008
Springer
197views Cryptology» more  CTRSA 2008»
15 years 1 months ago
Legally-Enforceable Fairness in Secure Two-Party Computation
In the setting of secure multiparty computation, a set of mutually distrustful parties wish to securely compute some joint function of their private inputs. The computation should...
Andrew Y. Lindell
ICC
2009
IEEE
171views Communications» more  ICC 2009»
14 years 9 months ago
IPsec-Based Anonymous Networking: A Working Implementation
Protecting users' privacy is becoming one of the rising issues for the success of future communications. The Internet in particular, with its open architecture, presents sever...
Csaba Király, Renato Lo Cigno
KDD
2005
ACM
109views Data Mining» more  KDD 2005»
16 years 7 days ago
A new scheme on privacy-preserving data classification
We address privacy-preserving classification problem in a distributed system. Randomization has been the approach proposed to preserve privacy in such scenario. However, this appr...
Nan Zhang 0004, Shengquan Wang, Wei Zhao