%P 298-312 %I Springer Verlag %O The original publication is available at www.springerlink.com %D 2006 %B Trust Management: Proceedings of the 4th International Conference, iTrust 2006 %X Without trust, pervasive devices cannot collaborate effectively, and without collaboration, the pervasive computing vision cannot be made a reality. Distributed trust frameworks may support trust and thus foster collaboration in an hostile pervasive computing environment. Existing frameworks deal with foundational properties of computational trust. We here propose a distributed trust framework that satisfies a broader range of properties. Our framework: (i) evolves trust based on a Bayesian formalization, whose trust metric is expressive, yet tractable; (ii) is lightweight; (iii) protects user anonymity, whilst being resistant to “Sybil attacks†(and enhancing detection of two collusion attacks); (iv) integrates a risk-aware decision module. We evaluate the framework through four experiments. %C Berlin / Heidelberg, Germany %A D. Quercia %A S. Hailes %A L. Capra %N Volume %S Lecture Notes in Computer Science %L discovery4884 %T B-Trust: Bayesian trust framework for pervasive computing