Publications

Visit my Google Scholar page for the full list of my publications.

2021

Georgi Ganev
DP-SGD vs PATE: Which Has Less Disparate Impact on GANs?
3rd AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI 2022)
pre-print | paper | video

Georgi Ganev, Bristena Oprisanu, Emiliano De Cristofaro
Robin Hood and Matthew Effects – Differential Privacy Has Disparate Impact on Synthetic Data
39th International Conference on Machine Learning (ICML 2022)
pre-print

Bristena Oprisanu, Georgi Ganev, Emiliano De Cristofaro
On Utility and Privacy in Synthetic Genomic Data
8th Workshop on Genome Privacy and Security (GenoPri 2021)
29th Network and Distributed System Security Symposium (NDSS 2022)
pre-print | paper