I'd suggest taking things slowly and ease yourself into the relationship whilst you learn to trust him fully. If he's a decent bloke, give him an idea of why you want to go slowly, and he'll understand. As you learn to trust him, you could share more of the reasons.

Maybe consider a therapist to help deal with the issues from your past that are still affecting you now.