Privacy Preserving Data Sharing With Anonymous ID Assignment

摘要

An algorithm for anonymous sharing of private data among $N$ parties is developed. This technique is used iteratively to assign these nodes ID numbers ranging from 1 to $N$. This assignment is anonymous in that the identities received are unknown to the other members of the group. Resistance to collusion among other members is verified in an information theoretic sense when private communication channels are used. This assignment of serial numbers allows more complex data to be shared and has applications to other problems in privacy preserving data mining, collision avoidance in communications and distributed database access. The required computations are distributed without using a trusted central authority.