Basu Debabrota

Differential Privacy at Risk: Bridging Randomness and Privacy Budget

2021 · DOAJ (DOAJ: Directory of Open Access Journals)

The calibration of noise for a privacy-preserving mechanism depends on the sensitivity of the query and the prescribed privacy level. A data steward must make the non-trivial choice of a privacy level that balances the …