30 citations · 75 across the 14 of their papers we have counts for
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cs.LG2023★ 2 cited
Membership Inference Attacks on Diffusion Models via Quantile Regression
Shuai Tang, Zhiwei Steven Wu, Sergul Aydore +2
Recently, diffusion models have become popular tools for image synthesis because of their high-quality outputs. However, like other large-scale models, they may leak private inform…
cs.LG2023★ 4 cited
On the Usefulness of Synthetic Tabular Data Generation
Dionysis Manousakas, Sergül Aydöre
Despite recent advances in synthetic data generation, the scientific community still lacks a unified consensus on its usefulness. It is commonly believed that synthetic data can be…