Data Privacy and Utility Trade-Off Based on Mutual Information Neural Estimator

Qihong Wu, Jinchuan Tang, Shuping Dang +1

In the era of big data and the Internet of Things (IoT), data owners need to share a large amount of data with the intended receivers in an insecure environment, posing a trade-off…