Abstract: A process for producing aniline, residing in a catalytic hydrogenation of nitrobenzene by using hydrogen in a gaseous phase at a temperature of from 20.degree. to 260.degree. C. and under atmospheric pressure, using a membrane catalyst which is essentially an alloy of palladium and ruthenium taken in a mass percent ratio of 88-98:12-2, respectively, permselective to hydrogen; hydrogenation being carried out by feeding nitrobenzene on the one side of the membrane catalyst and hydrogen, on the other side thereof. The process enables one to obviate purification of the end product from the residual catalyst and thereby to avoid losses of metals of the platinum group, as well as to effect hydrogenation under milder conditions without the formation of any by-products.