240 citations · 889 across the 56 of their papers we have counts for
Showing cs.LGShow all
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cs.LG2021★ 17 cited
Federated Learning for Smart Healthcare: A Survey
Dinh C. Nguyen, Quoc-Viet Pham, Pubudu N. Pathirana +5
Recent advances in communication technologies and Internet-of-Medical-Things have transformed smart healthcare enabled by artificial intelligence (AI). Traditionally, AI techniques…
cs.LG2020★ 97 cited
When Machine Learning Meets Privacy: A Survey and Outlook
Bo Liu, Ming Ding, Sina Shaham +3
The newly emerged machine learning (e.g. deep learning) methods have become a strong driving force to revolutionize a wide range of industries, such as smart healthcare, financial…
cs.LG2019★ 4 cited
Privacy Preserving Location Data Publishing: A Machine Learning Approach
Sina Shaham, Ming Ding, Bo Liu +3
Publishing datasets plays an essential role in open data research and promoting transparency of government agencies. However, such data publication might reveal users' private info…