2 citations · 4 across the 2 of their papers we have counts for
2 papers
cs.CR2022★ 2 cited
Statistical Data Privacy: A Song of Privacy and Utility
Aleksandra Slavkovic, Jeremy Seeman
To quantify trade-offs between increasing demand for open data sharing and concerns about sensitive information disclosure, statistical data privacy (SDP) methodology analyzes data…
cs.CR2022★ 2 cited
Exact Privacy Guarantees for Markov Chain Implementations of the Exponential Mechanism with Artificial Atoms
Jeremy Seeman, Matthew Reimherr, Aleksandra Slavkovic
Implementations of the exponential mechanism in differential privacy often require sampling from intractable distributions. When approximate procedures like Markov chain Monte Carl…