How can I use arduino board for AC mains? I want to use LDR to control a light bulb (12W) which runs on AC supply using Arduino.

Is it possible to do this?

If yes, how?
Try the PowerSwitch Tail II.

This is suitable if you are living in the USA (120VAC power).
You will find 240VAC versions as a kit on that web page as well.