Infinite Secret Sharing -- Examples
This work addresses foundational theoretical problems in cryptography and mathematics by exploring infinite secret sharing, which could unify diverse phenomena and shed light on old problems, though it is incremental as it builds on existing finite schemes.
The paper tackles the extension of secret sharing schemes to infinite settings, such as infinite sets of players or infinite domains, and presents a collection of diverse examples from areas like projective geometry, stochastic processes, and Hilbert spaces, using probability theory as the main tool.
The motivation for extending secret sharing schemes to cases when either the set of players is infinite or the domain from which the secret and/or the shares are drawn is infinite or both, is similar to the case when switching to abstract probability spaces from classical combinatorial probability. It might shed new light on old problems, could connect seemingly unrelated problems, and unify diverse phenomena. Definitions equivalent in the finitary case could be very much different when switching to infinity, signifying their difference. The standard requirement that qualified subsets should be able to determine the secret has different interpretations in spite of the fact that, by assumption, all participants have infinite computing power. The requirement that unqualified subsets should have no, or limited information on the secret suggests that we also need some probability distribution. In the infinite case events with zero probability are not necessarily impossible, and we should decide whether bad events with zero probability are allowed or not. In this paper, rather than giving precise definitions, we enlist an abundance of hopefully interesting infinite secret sharing schemes. These schemes touch quite diverse areas of mathematics such as projective geometry, stochastic processes and Hilbert spaces. Nevertheless our main tools are from probability theory. The examples discussed here serve as foundation and illustration to the more theory oriented companion paper.