This paper discusses the importance of trustworthiness in science, and looks at the various forms of betrayal and defections in scientific research. The author argues that though serious breaches of trust - research misconduct- does occur, the majority of these are usually examples of negligence or recklessness. The author finishes by looking at the issue of trust between collaborating scientists and supervisors and trainees.