Do you think it's possible to have an atheist wedding without anyone noticing?

Yes, they will, believe me they will. They'll probably wonder why you're not getting married in the Catholic church and will ask you about it and harp on you about it till you either tell them you're now an atheist or there is just a huge family falling out.