Check the hardware drawer and also the big cream colored bowl on the counter for little nails. Just be warned that the walls themselves, being plaster, will repel all such nails.
I'm gonna go with the screws and drill plan, I decided after thinking about the plastery-ness of the walls.
Getting stuff together so I can go run errands now that I've had lunch. Just need to find the internet bill...