Not necessarily ISIS, but certainly they would be likely, for all the reasons you have given.

The thing is, though, this kind of attack has been going on since as least as long ago as the Algerian war in the 1950's.

Just a guess, but these attacks seem only to be in their relatively early stages.  They may get quite a bit worse if the past is a guide.