Will it get infected?

Me and my friend was climbing an iron fence, you know, those kinds with the criss-crossing wires. On the top of the fence, a few of those wires stood up and while jumping over it, I got scratched. They aren't deep scratches though, but the wires were rusty. Will simply washing the cuts with water prevent infection, or do I need to use peroxide and band-aids and everything?