Towards 3-query locally decodable codes of subexponential length
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing
Towards 3-query locally decodable codes of subexponential length
Journal of the ACM (JACM)
Nearly private information retrieval
MFCS'07 Proceedings of the 32nd international conference on Mathematical Foundations of Computer Science
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A two server private information retrieval (PIR) scheme allows a user U to retrieve the i-th bit of an n-bit string x replicated between two servers while each server individually learns no information about i. The main parameter of interest in a PIR scheme is its communication complexity, namely the number of bits exchanged by the user and the servers. A large amount of effort has been invested by researchers over the last decade in search for efficient PIR schemes. A number of different schemes [6, 4, 19] have been proposed, however all of them ended up with the same communication complexity of O(n^{1/3}). The best known lower bound to date is 5 log n by [17]. The tremendous gap between upper and lower bounds is the focus of our paper. We show an \Omega(n^{1/3}) lower bound in a restricted model that nevertheless captures all known upper bound techniques. Our lower bound applies to bilinear group based PIR schemes. A bilinear PIR scheme is a one round PIR scheme, where user computes the dot product of servers' responses to obtain the desired value of the i-th bit. Every linear scheme can be turned into a bilinear one with an asymptotically negligible communication overhead. A group based PIR scheme is a PIR scheme that involves servers representing database by a function on a certain finite group G, and allows user to retrieve the value of this function at any group element using the natural secret sharing scheme based on G. Our proof relies on representation theory of finite groups.