The all-or-nothing nature of two-party secure computation

Abstract

A function f is computationally securely computable if two computationally-bounded parties Alice, having a secret input x, and Bob, having a secret input y, can talk back and forth so that (even if one of them is malicious) (1) Bob learns essentially only f (x,y) while (2) Alice learns essentially nothing. We prove that, if any non-trivial function can be so computed, then so can every function. Consequently, the complexity assumptions sufficient and/or required for computationally securely computing f are the same for every non-trivial function f.