The Captive City
http://www.imdb.com/title/tt0044476/
Robert Wise directed this film noir movie in 1953, six years before the "Odds Against Tomorrow"
One common style attribute between "Odds Against Tomorrow" and "Captive City" is that the film is shot on location settings that really capture the mood and feel of the 1950s.