A new and distinct cultivar of Lilac plant named ‘Pink Perfume’, characterized by its relatively compact, upright and somewhat outwardly spreading plant habit moderately vigorous growth habit freely branching habit freely flowering habit large inflorescences with strongly fragrant pink-colored flowers that are not persistent long and repeat flowering habit and good cold hardiness.