How did James Madison suggest factions be dealt with?

James Madison believed that the Majority Faction might implement and push through legislation that would intentionally and effectively take away the rights of the minority. He believed the only way to keep this from happening was to have a very strong federal government in place. He outlined his stance in his essay "Federalist No. 10".