Ganev, Georgi

5 publications

TMLR 2025 The Elusive Pursuit of Reproducing PATE-GAN: Benchmarking, Auditing, Debugging Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Emiliano De Cristofaro

ICLRW 2025 [Tiny] Understanding the Impact of Data Domain Extraction on Synthetic Data Privacy Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Sofiane Mahiou, Emiliano De Cristofaro

ICMLW 2023 On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise Lauren Arthur, Jason Costello, Jonathan Hardy, Will O’Brien, James Rea, Gareth Rees, Georgi Ganev

ICLR 2023 Synthetic Data Generation of Many-to-Many Datasets via Random Graph Generation Kai Xu, Georgi Ganev, Emile Joubert, Rees Davison, Olivier Van Acker, Luke Robinson

ICML 2022 Robin Hood and Matthew Effects: Differential Privacy Has Disparate Impact on Synthetic Data Georgi Ganev, Bristena Oprisanu, Emiliano De Cristofaro