Emiliano De Cristofaro

2 papers · 2022–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer

Conferences

ICML (1) NIPS (1)

Top co-authors

Bristena Oprisanu (1) Georgi Ganev (1) Meenatchi Sundaram Muthu Selva Annamalai (1)

Keywords

differential privacy (2) stochastic gradient descent (1) classification accuracy (1) generative model (1) synthetic datum (1) privacy auditing (1) black-box model (1) empirical privacy (1)

Papers

Nearly Tight Black-Box Auditing of Differentially Private Machine Learning NIPS 2024

Robin Hood and Matthew Effects: Differential Privacy Has Disparate Impact on Synthetic Data ICML 2022