We performed a numerical and theoretical study of the critical behaviour of the permeability to gases in aerogels of different densities. In order to compute the critical exponent, it has been necessary to calculate the percolation critical density for densifying aerogels. As a final result, the permeability critical exponent is found to be different to that of random media. The theoretical and numerical results agree very well.