Work

Proving differential privacy with shadow execution

Year: 2019
Type: conference-paper
Abstract: Recent work on formal verification of differential privacy shows a trend toward usability and expressiveness -- generating a correctness proof of sophisticated algorithm while minimizing the annotation burden on programmers. Sometimes, combining those two requires substantial changes to program logics: one recent paper is able to verify Report Noisy Max automatically, but it involves a complex verification system using customized program logics and verifiers.
Language: English
Open Access status: green
OpenAlex ID: W2925599298
FWCI: 2.435
Cites: 52
Cited by: 44
Related to: 10