I don't think e-paper pdf books use Adobe DRM, but some other DRM mechanism; mot 100% certain there, though.
In that case, you will need a different app ~ I can't see one in a quick glance at google but someone else may be able to suggest one.
(It looks as if eReader technology is designed to be convenient for publishers, not readers)