What is IncognitoSearchBox? According to cyber threat analysts, IncognitoSearchBox is a PUP (potentially unwanted program) that belongs to the category of browser hijackers. Browser hijacker is a kind of software that is developed to change the web-browser settings without the knowledge or permission of the computer user, and it usually redirects the affected system’s web-browser