Fussell was born in Riverside, California. She was raised in both in California and in New York City. She studied at Pomona College, Radcliffe College, and Rutgers University. Fussell was married to American writer Paul Fussell from 1949 until they divorced in 1981. They have two children. She now lives in New York City.