The subject of the present invention is a cosmetic composition comprising at least one silk tree extract, one pomegranate tree extract and one peptide of sequence SEQ ID NO: 1. The subject of the invention is also a cosmetic process for combating skin aging and/or withering, comprising the topical application of the composition to the skin.