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20202025
most citedThink Locally, Act Globally: Federated Learning with Local and Global Representations

138 citations · 201 across the 13 of their papers we have counts for

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stat.ML2025

Generate-then-Verify: Reconstructing Data from Limited Published Statistics

Terrance Liu, Eileen Xiao, Adam Smith +2

We study the problem of reconstructing tabular data from aggregate statistics, in which the attacker aims to identify interesting claims about the sensitive data that can be verifi…