8 citations · 11 across the 3 of their papers we have counts for
3 papers
cs.CR2020★ 2 cited
FedServing: A Federated Prediction Serving Framework Based on Incentive Mechanism
Jiasi Weng, Jian Weng, Hongwei Huang +2
Data holders, such as mobile apps, hospitals and banks, are capable of training machine learning (ML) models and enjoy many intelligence services. To benefit more individuals lacki…
cs.CR2020★ 1 cited
Golden Grain: Building a Secure and Decentralized Model Marketplace for MLaaS
Jiasi Weng, Jian Weng, Chengjun Cai +2
ML-as-a-service (MLaaS) becomes increasingly popular and revolutionizes the lives of people. A natural requirement for MLaaS is, however, to provide highly accurate prediction serv…
cs.CR2020★ 8 cited
DAMIA: Leveraging Domain Adaptation as a Defense against Membership Inference Attacks
Hongwei Huang, Weiqi Luo, Guoqiang Zeng +3
Deep Learning (DL) techniques allow ones to train models from a dataset to solve tasks. DL has attracted much interest given its fancy performance and potential market value, while…