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PATE-GAN: Data Partition #275

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ganevgv opened this issue Jun 6, 2024 · 0 comments
Open

PATE-GAN: Data Partition #275

ganevgv opened this issue Jun 6, 2024 · 0 comments

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@ganevgv
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ganevgv commented Jun 6, 2024

Description

Upon inspecting PATE-GAN, I believe there is an issue with the data partitioning. More specifically, in L72, the teachers sample a new random subset of the data at each training iteration. This means that every teacher ends up seeing all the training data. This naturally causes a privacy issue.
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