I always made a point of doing my reading IN the library. That keeps nosey parents out of your interests, and provides a quiet place to read, and relax. You also eliminate the need for a library card. If you're worried that the book may not be there the next time you come back, hide it inside a reference book that no one will ever read.

Now that's not so difficult is it?