Rutherford was convicted and sentenced to death for the 1985 murder and armed robbery of sixty-three-year-old Stella Salamon, whose body was found in the bathtub of her home in Milton, Florida. His conviction and sentence were upheld on appeal. He now challenges the validity of his sentence.