Machine Learning, NLP, Computer Vision, Information Retrieval, Transformers.
care of adding just enough noise to the data you receive such that you won’t be able to recover any sensible data from it (this is an extreme oversimplification, but you get the gist). Now, Differential Privacy normally studies the formal upper bounds on privacy (i.e. worst case scenarios) in which