Can I ask questions that were asked on the closed site as my own? What if I give attribution?
I believe so, since all user contributions are licensed under cc by-sa 3.0 with attribution required (including the one from the previous dumps), so as long you give the attribution, that should be fine. In this case, it won't be stealing, but republishing.
Proper attribution is required if you republish any Stack Exchange content.