FedOpt: Towards communication efficiency and privacy preservation in federated learning

Muhammad Asad; Ahmed Moustafa; Takayuki Ito

doi:10.3390/APP10082864

FedOpt: Towards communication efficiency and privacy preservation in federated learning

Muhammad Asad, Ahmed Moustafa, Takayuki Ito

科研成果: 期刊稿件 › 文章 › 同行评审

源语言	英语
文章编号	2864
期刊	Applied Sciences (Switzerland)
卷	10
期	8
DOI	https://doi.org/10.3390/APP10082864
出版状态	已出版 - 4月 1 2020
已对外发布	是

!!!ASJC Scopus Subject Areas

一般材料科学
仪表化
一般工程
工艺化学与技术
计算机科学应用
流体流动和转移过程

访问文件

10.3390/APP10082864

其它文件与链接

链接到 Scopus 的出版物

引用此

@article{79eb2b8480174efe944915510b8caeee,

title = "FedOpt: Towards communication efficiency and privacy preservation in federated learning",

keywords = "Artificial intelligence, Communication efficiency, Federated learning, Privacy preserving",

author = "Muhammad Asad and Ahmed Moustafa and Takayuki Ito",

note = "Publisher Copyright: {\textcopyright} 2020 by the authors.",

year = "2020",

month = apr,

day = "1",

doi = "10.3390/APP10082864",

language = "English",

volume = "10",

journal = "Applied Sciences (Switzerland)",

issn = "2076-3417",

publisher = "Multidisciplinary Digital Publishing Institute (MDPI)",

number = "8",

}

TY - JOUR

T1 - FedOpt

T2 - Towards communication efficiency and privacy preservation in federated learning

AU - Asad, Muhammad

AU - Moustafa, Ahmed

AU - Ito, Takayuki

PY - 2020/4/1

Y1 - 2020/4/1

KW - Artificial intelligence

KW - Communication efficiency

KW - Federated learning

KW - Privacy preserving

UR - http://www.scopus.com/inward/record.url?scp=85084547460&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85084547460&partnerID=8YFLogxK

U2 - 10.3390/APP10082864

DO - 10.3390/APP10082864

M3 - Article

AN - SCOPUS:85084547460

SN - 2076-3417

VL - 10

JO - Applied Sciences (Switzerland)

JF - Applied Sciences (Switzerland)

IS - 8

M1 - 2864

ER -

FedOpt: Towards communication efficiency and privacy preservation in federated learning

!!!ASJC Scopus Subject Areas

访问文件

其它文件与链接

指纹

引用此