E-Booster: A Field-Programmable Gate Array-Based Accelerator for Secure Tree Boosting Using Additively Homomorphic Encryption

Guiming Wu,Qianwen He,Jiali Jiang,Zhenxiang Zhang, Yunfeng Shi,Xin Long,Linquan Jiang,Shuangchen Li,Yuan Xie,Changzheng Wei,Yuan Zhao,Ying Yan,Hui Zhang,Yinchao Zou

IEEE Micro（2023）

Cited 0|Views28

Key words

Cryptography,Boosting,Histograms,Homomorphic encryption,Training,Federated learning,Computational modeling,Machine learning,Field programmable gate arrays,Financial management

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