Hi, their meanings are the same; the difference is ..
{trust} can be a [verb] and [noun] .... e.g. I trust you [verb] .... e.g. I have no trust in him [noun]
{believe} can be a [verb] ONLY..... e.g. I believe you [verb] .... e.g. I do not believe him [verb]
hope it can help.