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Floating-Point Homomorphic Encryption
Homomorphic Encryption Floating-point Arithmetic BGV Scheme
2016/5/3
Our paper suggests a general method to construct a Floating-Point Homomorphic Encryption (FPHE) scheme that allows the floating-point arithmetics of ciphertexts, thus computing encryptions of most sig...
Hybrid Model of Fixed and Floating Point Numbers in Secure Multiparty Computations
cryptographic protocols secret sharing multi-party computations
2016/1/25
This paper develops a new hybrid model of floating point numbers suitable for operations
in secure multi-party computations. The basic idea is to consider the significand of the floating
point numbe...
Combining Secret Sharing and Garbled Circuits for Efficient Private IEEE 754 Floating-Point Computations
secure multi-party computation garbled circuits secret sharing
2016/1/5
Two of the major branches in secure multi-party computation research are secret sharing
and garbled circuits. This work succeeds in combining these to enable seamlessly switching
to the technique mo...
Secure Floating-Point Arithmetic and Private Satellite Collision Analysis
secure floating-point arithmetics satellite collision analysis benchmark results
2014/3/5
In this paper we show that it is possible and, indeed, feasible to use secure multiparty computation for calculating the probability of a collision between two satellites. For this purpose, we first d...