Lorenzo's research concerns mainly probabilistic modelling for assessing system dependability with respect to design-caused failure, and for assessing methods for improving dependability. His recent work has been about fault tolerance via diversity in software-based system, the evaluation of software testing methods, and the application of Bayesian Belief Networks to structure complex arguments about dependability. He has been involved in research projects on dependability evaluation for systems including software and people.