Swift 2.3, based on @Alexsander answer:
searchBar.setImage(UIImage(named: "SearchClearIcon"), forSearchBarIcon: UISearchBarIcon.Clear, state: UIControlState.Highlighted)
searchBar.setImage(UIImage(named: "SearchClearIcon"), forSearchBarIcon: UISearchBarIcon.Clear, state: UIControlState.Normal)