The present invention proposes an extract of Albizia Julibrissin for the cosmetic treatment of skin glycation. The extract is preferably obtained from flowers and/or seeds. Application to cosmetic formulations for treating cutaneous fatigue, in particular for improving the radiance of skin and eye contour (under eye bags and dark circles) and for treating the loss of skin suppleness. A preferred composition, particularly adapted for eye contour, comprises the Albizia Julibrissin extract combined with Darutoside that can be extracted from Siegesbeckia Orientalis.