Be Patient
Ultimately, trust is a function of time. You must be patient, particularly if you are new to a team, and they don't know you. You set the example, by instituting protections that they can rely on whether they trust you or not, listening to their concerns and requests, and being honest and transparent and trusting them to do their work.