ISIS is a terrorist organization that exploited the socio-political circumstances for their own benefit. After US and the allies left Iraq, ISIS invaded parts of Iraq and chased away the Iraqi troops. They were pretty much at their own will to do whatever the hell they wanted, as there was no one to stop them. Their whereabouts are not unknown, in fact, they're very vocal about where and how they operate.