This is almost as bad as Cape Fear (1962) with Robert Mitchum and Gregory Peck. I saw it in black and white as a kid on the Late Show, and the story stayed in my head for a week after that.
That was a scary movie, but I think the remake with Robert DeNiro was even scarier!
(I have both on VHS)