Use TapCons and make sure it's treated wood you are attaching to the
concrete. Untreated has a way of decomposing prematurely when in
contact with concrete. If you don't want to spend .25 per tap just
hammer drill a 1/4 hold and use 2 16P nails and slam them in together.
How deep? How deep is the concrete?