If your intention is to attach event only on checked checkboxes (so it would fire when they are unchecked and checked later again) then this is what you want.
$(function() {
$("input[type='checkbox']:checked").change(function() {
})
})
if your intention is to attach event to all checkboxes (checked and unchecked)
$(function() {
$("input[type='checkbox']").change(function() {
})
})
if you want it to fire only when they are being checked (from unchecked) then @James Allardice answer above.
BTW input[type='checkbox']:checked
is CSS selector.