The concept of secure multiparty computation is not new and is based on the notion that data is split into multiple partitions between participating parties under a secret sharing mechanism which then does the actual processing on the data without the need of the reconstructing data on a single machine. The output produced after processing is also shared between the parties.
Secure multiparty computation
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