The Black Cats manager has been charged with improper conduct towards referee Martin Atkinson as the teams left the field for the half time break at Stamford Bridge on Saturday.
Keane was forced to watch the second half of the match, which Sunderland lost 5-0, from the stands.
He has until Wednesday, 19th November to respond to the FA charge.