Improve fidelity and utility of synthetic credit card transaction time series from data-centric perspective

DY Hsieh, CH Wang, G Cheng - arXiv preprint arXiv:2401.00965, 2024 - arxiv.org
Exploring generative model training for synthetic tabular data, specifically in sequential
contexts such as credit card transaction data, presents significant challenges. This paper …

Privacy-Preserving Data Sharing: A Systematic Review and Future Research Areas

DJ Sivizaca Conde, NL Kämpf, D Rößler-von Saß… - 2024 - aisel.aisnet.org
Data sharing plays a vital role both in advancing scientific research and improving business
success through the creation of data-driven product and service innovations. However …

[PDF][PDF] PRIVACY-PRESERVING DATA SHARING: A SYSTEMATIC REVIEW AND FUTURE RESEARCH DIRECTIONS

DS Conde, D Rößler-von Saß, T Schurig, N Kliewer - researchgate.net
Data sharing plays a vital role both in advancing scientific research and improving business
success through the creation of data-driven product and service innovations. However …