A study of secure multi-party elementary function computation protocols
InfoSecu '04 Proceedings of the 3rd international conference on Information security
Privacy-preserving technology and its applications in statistics measurements
Proceedings of the 2nd international conference on Scalable information systems
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Static analysis is a widely used computation in real life, but the known methods usually require one to known the whole data set. Little work has been conducted to investigate how statistical analysis could be performed in multi-party cooperative environment, where the participants want to conduct statistical analysis on the joint data set, but each participant is concerned about the confidentiality of its own data. In this paper, we have developed protocols for conducting the statistic analysis in secure multi-party cooperative environment, based on secure two-party cooperative environment and cryptography primitives.