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A semiring-based framework for the deduction/abduction reasoning in access control with weighted credentials

We present a variant of the Datalog language (we call it DatalogW), which is able to deal with weights on ground facts. The weights are chosen from a semiring algebraic structure. Our goal is to use this language as a semantic foundation for trust-management languages, in order to express trust relationships associated with a preference (e.g., a cost, an uncertainty, a trust or a fuzzy value). We apply DatalogW as the basis to give a uniform semantics to a weighted extension of the RT language family, called RTW. Moreover, we show that we can model the deduction and abduction reasoning with semiring-based soft constraints: deduction can validate or not the access request, while abduction can be used to compute the missing credentials if the access is denied and the level of preference that would grant the access.

Computers & Mathematics with Applications, 2012

Autori esterni: Francesco Santini ()
Autori IIT:

Stefano Bistarelli

Foto di Stefano Bistarelli

Tipo: Articoli su riviste ISI
Area di disciplina: Information Technology and Communication Systems

Attività: Sicurezza di dispositivi mobili