Georgy Ganev

1. The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets
   2023/12/08 by Georgi Ganev, Georgy Ganev, Ganev, Georgi +2 · 3 voices · 5 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
2. The DCR Delusion: Measuring the Privacy Risk of Synthetic Data
   2025/05/02 by Nataša Krčo, Yao, Zexi, Georgy Ganev +4 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
3. Graphical vs. Deep Generative Models: Measuring the Impact of Differentially Private Mechanisms and Budgets on Utility
   2023/05/18 by Georgy Ganev, Ganev, Georgi, Kai Xu +3 · 1 citation
   Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data