On March 23, 2018, Hurns signed a two-year contract with the Dallas Cowboys worth up to $12 million, who were looking to upgrade their receiving corps after releasing their main wide receiver Dez Bryant on April 13. Hurns changed his jersey number to 17 to honor the Parkland Shooting victims.