Yep it's pretty much yours if you complete the vampire quest line. Don't know about the dawnguard side but I don't see why not. They are not soppused to respond on the vampire side because you become the head vampire and everything becomes yours, so containers are safe. Like I said don't know for dawnguard side and you can't move family there.
edit: Found out only 38 out of 41 containers are safe here is a link http://www.uesp.net/wiki/Skyrim:Volkihar_Keep but I have never had a problem with storing stuff in the castle before.