Cryptology ePrint Archive: Report 2017/611

Multi-Rate Threshold FlipThem

David Leslie and Chris Sherfield and Nigel P. Smart

Abstract: A standard method to protect data and secrets is to apply threshold cryptography in the form of secret sharing. This is motivated by the acceptance that adversaries will compromise systems at some point; and hence using threshold cryptography provides a defence in depth. The existence of such powerful adversaries has also motivated the introduction of game theoretic techniques into the analysis of systems, e.g. via the FlipIt game of van Dijk et al. This work further analyses the case of FlipIt when used with multiple resources, dubbed FlipThem in prior papers. We examine two key extensions of the FlipThem game to more realistic scenarios; namely separate costs and strategies on each resource, and a learning approach obtained using so-called fictitious play in which players do not know about opponent costs, or assume rationality.

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Original Publication (in the same form): ESORICS 2017

Date: received 23 Jun 2017, last revised 26 Jun 2017

Contact author: d leslie at lancaster ac uk,c sherfield@bristol ac uk,nigel@cs bris ac uk