From IMDB:
Leo Gordon had served five years for armed robbery at San Quentin State Prison.
Producer Walter Wanger served a four-month prison term for shooting agent Jennings Lang, whom he suspected of having an affair with his wife Joan Bennett.
Actual inmates who were incarcerated and guards at Folsom State Prison at the time this movie was made are featured as extras.