The 43-year-old, whose real name is Marshall Bruce Mathers
III, rapper will create original material for Paramount's new series, which is set in his home city of Detroit, reported Deadline.
He is also in talks to act as executive producer and musical supervisor on the show.
The original movie starred Ray Liotta and Jason Patric as police officers investigating the murder of an undercover cop.