Tabularmark: Watermarking tabular datasets for machine learning

Y Zheng, H **a, J Pang, J Liu, K Ren, L Chu… - Proceedings of the …, 2024 - dl.acm.org
Watermarking is broadly utilized to protect ownership of shared data while preserving data
utility. However, existing watermarking methods for tabular datasets fall short on the desired …

SoK: Dataset Copyright Auditing in Machine Learning Systems

L Du, X Zhou, M Chen, C Zhang, Z Su, P Cheng… - arxiv preprint arxiv …, 2024 - arxiv.org
As the implementation of machine learning (ML) systems becomes more widespread,
especially with the introduction of larger ML models, we perceive a spring demand for …