They don't believe that, it's just a way of deflecting and ending the conversation. If they believe that, that Bibi is a valid military target, right?

Not in their moral framework because he's a "good guy". Once you paint a situation in simple terms of good and evil, what actions are moral depends solely on the disposition of the characters.