Killers Kiss (1955) Director Stanley Kubrick

A New York City boxer, who's aging out of his profession, meets a dancer and they begin a romance. However, their budding relationship is interrupted by her violent boss, who has eyes for his employee. The two decide to skip town, but before they can, the boss and his thugs abduct her, and he's forced to search for her among the most squalid corners of the city.