Action doNothing = new AbstractAction() {
    public void actionPerformed(ActionEvent e) {
        //do nothing
    }
};
component.getInputMap().put(KeyStroke.getKeyStroke("F2"),
                            "doNothing");
component.getActionMap().put("doNothing",
                             doNothing);