This paper presents batch processing protocols for efficiently proving a great deal of partial knowledge. These protocols reduce the computation and communication costs for a MIX-net and secure circuit evaluation. The efficiency levels of the proposed protocols are estimated based on the implementation results of a secure circuit evaluation with batch processing.

We propose a protocol for implementing secure circuit evaluation (SCE) based on the threshold homomorphic ElGamal encryption scheme and present the implementation results of the protocol. To the best of knowledge of the authors, the proposed protocol is more efficient in terms of computational complexity than previously reported protocols. We also introduce applications using SCE and estimate their practicality based on the implementation results.