Query processing in a system for distributed databases (SDD-1)
ACM Transactions on Database Systems (TODS)
Computation and communication in R*: a distributed database manager
ACM Transactions on Computer Systems (TOCS)
Information sharing across private databases
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Distributed privacy preserving information sharing
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Using secure coprocessors for privacy preserving collaborative data mining and analysis
DaMoN '06 Proceedings of the 2nd international workshop on Data management on new hardware
Information fusion in data privacy: A survey
Information Fusion
Privacy-preserving frequent itemsets mining via secure collaborative framework
Security and Communication Networks
An SOA-Based Architecture to Share Medical Data with Privacy Preservation
International Journal of Organizational and Collective Intelligence
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Sovereign information sharing allows autonomous entities to compute queries across their databases in such a way that nothing apart from the result is revealed. We describe an implementation of this model using web services infrastructure. Each site participating in sovereign sharing offers a data service that allows database operations to be applied on the tables they own. Of particular interest is the provision for binary operations such as relational joins. Applications are developed by combining these data services. We present performance measurements that show the promise of a new breed of practical applications based on the paradigm of sovereign information integration.