Not really, it has to be random in a predetermined fashion to be considered differential privacy. It is reversible in the way that someone shouting over an aicraft producing white noise is intelligible.

I guess someone could fiddle with the noise, but then why not nudge the originals? Or more insidiously, control what is published?