The Concrete Jungle (1974)

Chen Chi stops to rescue a woman being assaulted one night and kills one of the attackers in the process. Under investigation for murder, he needs a witness to prove self-defense, but the victim refuses to come forward. He and the woman are in constant danger from the attackers until the real villain behind it is revealed.