The rule of thumb:
If a single classed thief cannot use a weapon due to class restrictions, then that weapon cannot be used to backstab with.

Now there are some exceptions to this rule. To be a little bit more accurate (and more complete), weapons you can't backstab with are:

Thus, you can backstab with:

As for the exceptions: