You cant prevent it in just one turn. Stop trying to change that.

I would try to fight it out. Every town the rebels besiege fight them with your garrisons, whittle them down until you can bring in your other armies to finally defeat them. And if you lose? So what? Its a video game! If you lose, start again fresh, with the knowledge that you have gained from the last campaign.