George F. A. Atherton (December 31, 1790 – April 23, 1882) was an American politician from Emerald Grove, Wisconsin, who served in the Wisconsin State Assembly after being elected to the 1st Wisconsin Legislature in 1848. He represented the Rock County towns of Bradford and Janesville