Scotland defender Gary Caldwell converted a corner kick from Paul Hartley in the 67th minute and made it 1-0.
The Scots are now clear at the top of Group B, with nine points from their first three matches.
France striker Thierry Henry hit the post in the first-half but did not manage to score against Scotland.
