Dependability analysis came as a response to new challenges in the evaluation of contemporary complex systems, which should be considered as systems of people - with their needs and behaviours -interacting with technical communication channels (such as mobile activities, iCloud, Internet of Everything) and online applications, often  operating in hostile environments. The diversity of topics covered, illustrates the variety of methods used in this area, often with the help of the latest results in artificial and computational intelligence.