The main objective of this paper is to introduce methodology for risk assessment and corresponding costs in e-government projects. The methodology is based on application of Bayesian networks. In order to connect risks with e-government service value, typical Bayesian networks based on probabilities were upgraded with costs. That is, for every node (risk) in the network, except probability, cost related with risk occurrence was also estimated. The paper concludes with brief overview on presented methodology and limitations.