Compacted gravel will not make that much noise
and you want compacted gravel to fix ruts or holes
in the driveway.
If you put down a compacted gravel (21AA & 6A mix)
and then put a loose crushed gravel (with NO binder)
over top that will give you the stability, plus also offer
a "noise" to approaching cars or people.
Kids will be kids and they will throw some stone, the
compacted stone will harden up like concrete, so the
kids can't get at that; but the loose stone they can.
I suggest looking for a 31A (w/ no binder) it is about
an 1/8" of inch crushed stone, it makes a nice top
coating, it will give you the sound of approaching people
and cars and it is so small that the kids throwing it will
not effect anyone to much. Not even lawn mowers or windows.