Explaining epsilon in differential privacy through the lens of information theory.
Natasha FernandesAnnabelle McIverParastoo SadeghiPublished in: CoRR (2022)
Keyphrases
- information theory
- differential privacy
- differentially private
- information theoretic
- privacy preserving
- privacy guarantees
- private data
- statistical learning
- jensen shannon divergence
- conditional entropy
- data privacy
- anonymized data
- privacy preservation
- data sharing
- mutual information
- databases
- personal information
- computer vision
- shannon entropy
- data mining