When you go incognito, your true identity is kept secret (as through the use of a different name or a disguise). Incognito can be used either as an adverb or an adjective with the same meaning.
The food critic made an incognito visit to the restaurant.
The pop star travels incognito as much as possible, using a fake name and wearing a wig and heavy makeup to avoid the paparazzi.