Ching Lam CHOIMIT CSAIL
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Preprint 2026

Tabular Pancakes: Cryptographic Watermarks Against Dataset Fabrication

Ching Lam Choi, Antonio Torralba, Phillip Isola, Stefanie Jegelka

Overview figure for Tabular Pancakes: Cryptographic Watermarks Against Dataset Fabrication

Watermarking tabular data generators by sampling latents from the keyed Pancake distribution (hCLWE) instead of Gaussian, for detecting fraudulent data fabrication.

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