Home Glossary Noise Addition Noise Addition The A-Z of Privacy Noise Addition: A type of perturbation that ensures privacy by adding noise. For example, adding a random number to a value. This addition slightly distorts the data, but still gives an analyst statistically useful information. Return to glossary