Polyglycerylated siloxane elastomers obtained by the reaction of hydrogen-containing polysiloxanes and polyglycerylated compounds containing double bonds in the presence of a platinum catalyst, added to cosmetic compositions, may increase the stability of cosmetic compositions containing silicone oil.