Notorious returns viewers to 1954, when a well-liked doctor named Sam Sheppard shocked the people living in his hometown after police accused him of beating his pregnant wife to death. Sheppard denied murdering his wife, claiming that another man killed her. The show revisits the highly-publicized trail that led to Sheppard's conviction and the retrial that acquitted him.