Modern Tunisians are an ethnic mix of ancient Pheonicians (themselves a Semitic people), Greek and Roman settlers, Berbers and Arabs.
Arab ancestry, of course, predominates.
I don't think there was much left of the Phoenician stock by the time the Romans were done with them.
By the way, Arabs are Hamitic, not Semitic.