2025
TimeWak: Temporal Chained-Hashing Watermark for Time Series Data
NeurIPS 2025spotlight
Synthetic time series generated by diffusion models enable sharing privacy-sensitive datasets, such as patients' functional MRI records. Key criteria for synthetic data include high data utility and traceability to verify the data source. Recent watermarking methods embed in homogeneous latent space…