Secure computation system, secure computation server apparatus, secure computation method, and secure computation program
Each of a secure computation server apparatuses includes a random number generation part that generates random numbers using a pseudo random number generator shared among the secure computation server apparatuses; a seed storage part that shares and stores a seed(s) used for generating random numbers in the random number generation part; a pre-generated random number storage part that stores random numbers generated by the random number generation part; a share value storage part that stores a share(s) to be a target of processing; a logical operation part that computes a carry to be transmitted and received among the secure computation server apparatuses using the random numbers and the share(s) to be a target of processing; an inner product calculation part that removes a mask from the carry; and an arithmetic operation part that performs a processing of erasing the carry to obtain a processing result.
1. A secure computation system comprising at least three or more secure computation server apparatuses connected to each other through a network, wherein each of the secure computation server apparatuses comprises:
a processor; and
a memory in circuit communication with the processor,
wherein the processor is configured to execute program instructions stored in the memory to implement:
a random number generation part that generates random numbers using a pseudo random number generator, the pseudo random generator being shared among the secure computation server apparatuses;
a seed storage part that shares and stores at least one seed used for generating the random numbers in the random number generation part;
a pre-generated random number storage part that stores the random numbers generated by the random number generation part;
a share value storage part that stores at least one share to be a target of processing;
a logical operation part that computes at least a carry to be transmitted and received among the secure computation server apparatuses using the random numbers and the at least one share to be the target of processing;
an inner product calculation part that removes a mask from the carry; and
an arithmetic operation part that performs at least a processing of erasing the carry to obtain a processing result.
2. The secure computation system according to claim 1 , wherein
the random numbers include random numbers for a logical operation and random numbers for an arithmetic operation.
3. The secure computation system according to claim 2 , wherein
the random numbers for the arithmetic operation are obtained by performing a processing of a bit-injection on the random numbers for the logical operation.
4. The secure computation system according to claim 1 , wherein
the processing result is obtained from the at least one share to be the target of processing by a type conversion accompanying modulus conversion.
5. The secure computation system according to claim 4 , wherein
the processing result is obtained from the at least one share to be the target of processing by a processing of a bit-recomposition, the bit-recomposition recomposing bits included in the at least one share to be the target of processing.
6. The secure computation system according to claim 4 , wherein
the processing result is obtained from the at least one share to be the target of processing by a processing to count a number of bits with a value of 1 in the at least one share to be the target.
7. The secure computation system according to claim 1 comprising:
an auxiliary server apparatus interconnected to the secure computation server apparatuses through the network, wherein
the auxiliary server apparatus performs a fraud detection using the carry.
8. The secure computation system according to claim 1 comprising:
two auxiliary server apparatuses interconnected to the secure computation server apparatuses through the network, wherein
the two auxiliary server apparatuses share the at least one seed and the pseudo random number generator for generating the random numbers for a fraud detection.
9. A secure computation server apparatus that is one of at least three or more secure computation server apparatuses connected to each other through a network, comprising:
a processor, and
a memory in circuit communication with the processor,
wherein the processor is configured to execute program instructions stored in the memory to implement:
a random number generation part that generates random numbers using a pseudo random number generator, the pseudo random generator being shared among the secure computation server apparatuses;
a seed storage part that shares and stores at least one seed used for generating random numbers in the random number generation part;
a pre-generated random number storage part that stores the random numbers generated by the random number generation part;
a share value storage part that stores at least a at least one share to be a target of processing;
a logical operation part that computes at least a carry to be transmitted and received among the secure computation server apparatuses using the random numbers and the at least one share to be the target of processing;
an inner product calculation part that removes a mask from the carry; and
an arithmetic operation part that performs at least a processing of erasing the carry to obtain a processing result.
10. A secure computation method using at least three or more secure computation server apparatuses connected to each other through a network, comprising:
generating random numbers using a pseudo random number generator shared among the secure computation server apparatuses;
computing a carry to be transmitted and received among the secure computation server apparatuses in logical operation using the random numbers and at least one share to be a target of processing;
removing a mask from the carry by an inner product calculation; and
erasing the carry to obtain a processing result in arithmetic operation.
11. The secure computation method according to claim 10 , wherein
the random numbers include random numbers for a logical operation and random numbers for an arithmetic operation.
12. The secure computation method according to claim 11 , wherein
the random numbers for the arithmetic operation are obtained by performing a processing of a bit-injection to the random numbers for the logical operation.
13. The secure computation method according to claim 10 , wherein
the random numbers include random numbers for a fraud detection.
14. The secure computation method according to claim 10 , wherein
the inner product calculation is performed after fraud detection using the carry at a server apparatus other than the secure computation server apparatuses.
15. The secure computation method according to claim 10 , wherein
the inner product calculation is a fraud detectable inner product calculation.
16. The secure computation method according to claim 10 , comprising:
performing a fraud detection using the random numbers received from two server apparatuses other than the secure computation server apparatuses.
17. A non-transitory computer-readable medium storing therein a secure computation program that causes at least three or more secure computation server apparatuses connected to each other through a network to execute processes, comprising:
generating random numbers using a pseudo random number generator shared among the secure computation server apparatuses;
computing a carry to be transmitted and received among the secure computation server apparatuses in logical operation using the random numbers and at least one share to be a target of processing;
removing a mask from the carry by an inner product calculation; and
erasing the carry to obtain a processing result in arithmetic operation.