Cosmetic composition comprising solid particles characterized in that the composition has, as solid particles, at least silicone methacrylate particles which are obtainable by the steps a) producing an emulsion of water and an organic phase, where the organic phase comprises organopolysiloxanes modified in the terminal and/or lateral position with methacrylate groups according to the general formula or mixtures thereof where R 1 = identical or different radicals, selected from linear or branched, saturated, mono- or polyunsaturated, linear, cyclic or branched alkyl, alkoxy, polyalkoxy, hydroxyalkyl, hydroxyalkoxy, alkenyl, aryl, aryloxy, hydroxyaryl, hydroxyaryloxy, alkaryl, alkaryloxy, hydroxyalkaryl, hydroxyalkaryloxy, aralkyl, aralkoxy, hydroxyaralkyl or hydroxyaralkoxy radicals having 1 to 20 carbon atoms, optionally containing one or more ether or ester bridges, preferably methyl radical, R 2 = identical or different divalent hydrocarbon radicals having 1 to 20 carbon atoms bonded to the Si atom via an Si-C linkage and to which at least one methacrylic acid unit is attached via an ester bond, R 3 = identical or different radicals R 1 or R 2, preferably R 2, a = 50 to 1000, preferably 100 to 210, particularly preferably 140 to 190, b = 0 to 15, preferably 5 to 10, c = 0 to 5, preferably 0, a d = 0 to 1000, b d = 0 to 15, where the index d when c > 0 is an integer > 0, with the proviso that when b and c = 0, R 3 must not be selected from the same group as R 1, with the addition of at least one emulsifier and optionally one or more coemulsifiers, where the organic phase forms the internal phase of the emulsion, and b) fully polymerizing the internal phase in the presence of a radical initiator, which is added to the external phase (aqueous phase) in a concentration of from 0.1 to 40% by weight based on the internal phase. a) producing an emulsion of water and an organic phase, where the organic phase comprises organopolysiloxanes modified in the terminal and/or lateral position with methacrylate groups according to the general formula or mixtures thereof where R 1 = identical or different radicals, selected from linear or branched, saturated, mono- or polyunsaturated, linear, cyclic or branched alkyl, alkoxy, polyalkoxy, hydroxyalkyl, hydroxyalkoxy, alkenyl, aryl, aryloxy, hydroxyaryl, hydroxyaryloxy, alkaryl, alkaryloxy, hydroxyalkaryl, hydroxyalkaryloxy, aralkyl, aralkoxy, hydroxyaralkyl or hydroxyaralkoxy radicals having 1 to 20 carbon atoms, optionally containing one or more ether or ester bridges, preferably methyl radical, R 2 = identical or different divalent hydrocarbon radicals having 1 to 20 carbon atoms bonded to the Si atom via an Si-C linkage and to which at least one methacrylic acid unit is attached via an ester bond, R 3 = identical or different radicals R 1 or R 2, preferably R 2, a = 50 to 1000, preferably 100 to 210, particularly preferably 140 to 190, b = 0 to 15, preferably 5 to 10, c = 0 to 5, preferably 0, a d = 0 to 1000, b d = 0 to 15, where the index d when c > 0 is an integer > 0, with the proviso that when b and c = 0, R 3 must not be selected from the same group as R 1, with the addition of at least one emulsifier and optionally one or more coemulsifiers, where the organic phase forms the internal phase of the emulsion, and R 1 = identical or different radicals, selected from linear or branched, saturated, mono- or polyunsaturated, linear, cyclic or branched alkyl, alkoxy, polyalkoxy, hydroxyalkyl, hydroxyalkoxy, alkenyl, aryl, aryloxy, hydroxyaryl, hydroxyaryloxy, alkaryl, alkaryloxy, hydroxyalkaryl, hydroxyalkaryloxy, aralkyl, aralkoxy, hydroxyaralkyl or hydroxyaralkoxy radicals having 1 to 20 carbon atoms, optionally containing one or more ether or ester bridges, preferably methyl radical, R 2 = identical or different divalent hydrocarbon radicals having 1 to 20 carbon atoms bonded to the Si atom via an Si-C linkage and to which at least one methacrylic acid unit is attached via an ester bond, R 3 = identical or different radicals R 1 or R 2, preferably R 2, a = 50 to 1000, preferably 100 to 210, particularly preferably 140 to 190, b = 0 to 15, preferably 5 to 10, c = 0 to 5, preferably 0, a d = 0 to 1000, b d = 0 to 15, b) fully polymerizing the internal phase in the presence of a radical initiator, which is added to the external phase (aqueous phase) in a concentration of from 0.1 to 40% by weight based on the internal phase.