In one embodiment, a method comprises receiving, by a user identifier circuit, a button pressure signature specifying a sequence of button pressure values sampled while a corresponding identified button of a user input device is pressed by a user; the user identifier circuit identifying the user of the user input device based on the button pressure signature; and the user identifier circuit outputting a message identifying the identified button and the identified user.