Accuracy and privacy evaluations of collaborative data analysis

Published in AAAI-21 Workshop on Privacy-Preserving Artificial Intelligence, 2021

Recommended citation: Imakura, A., Bogdanova, A., Yamazoe, T., Omote, K., & Sakurai, T. (2021). Accuracy and privacy evaluations of collaborative data analysis. arXiv preprint arXiv:2101.11144.

This paper explores accuracy and privacy bounds for the Data Collaboration method.