Before revision:  The use of a discrete distribution is necessary in practice, as finite computers cannot  represent samples from continuous distributions and numerical errors may destroy the privacy guarantee .
After revision:  The use of a discrete distribution is necessary in practice, as finite computers cannot exactly represent samples from continuous distributions and numerical errors may destroy the privacy guarantee .