Gerberding is a surname. Notable people by that name include:

Julie Gerberding (born 1955), American infectious disease expert. William P. Gerberding (1929–2014), American educator. Richard Gerberding, professor emeritus University of Alabama. Erich Gerberding (1921–1986), German actor.