We were approved for a Quicken mortgage loan. Now they want a faxed bank statement. Should I do this?

I don't feel comfortable faxing my bank statement and pay stubs to someone I've never seen. I have heard they are reputable, but is there a safer way to do this? There's too much identity theft out there and I just want peace of mind. Any suggestions?