As soon as person decided to join IS he basically becomes the citizen of IS country (or whatever entity their represent) - thus strip them of citizenship and return them to kurds or whatever to deal with them. If they hadn't be caught they would have continued their acts and wouldn't have felt any remorse.
My opinion in such cases. Win while you can, but be prepared to die when lose.