turn on and off a power supply with arduino

Hi, I need turn on a ATX power supply, and I was wondering if is possible to use a transistor like a switch between green and ground wire of my power supply, and one digital pin to send the on/off signal.
Sorry for my english.
thank you!

Yes, that would work.