Privacy-Preserving Federated Learning for Industrial Edge Computing via Hybrid Differential Privacy and Adaptive Compression

2021 ◽  
pp. 1-1
Author(s):  
Bin Jiang ◽  
Jianqiang Li ◽  
Huihui Wang ◽  
Houbing Song
Keyword(s):  
Differential Privacy ◽  
Privacy Preserving ◽  
Edge Computing ◽  
Adaptive Compression

A privacy-preserving mechanism based on local differential privacy in edge computing

2020 ◽  
Vol 17 (9) ◽  
pp. 50-65 ◽  
Author(s):  
Mengnan Bi ◽  
Yingjie Wang ◽  
Zhipeng Cai ◽  
Xiangrong Tong
Keyword(s):  
Differential Privacy ◽  
Privacy Preserving ◽  
Edge Computing

Privacy-Preserving in Edge Computing

2021 ◽  
Author(s):  
Longxiang Gao ◽  
Tom H. Luan ◽  
Bruce Gu ◽  
Youyang Qu ◽  
Yong Xiang
Keyword(s):  
Privacy Preserving ◽  
Edge Computing

Privacy-preserving Streaming Truth Discovery in Crowdsourcing with Differential Privacy

2021 ◽  
pp. 1-1
Author(s):  
Dan Wang ◽  
Ju Ren ◽  
Zhibo Wang ◽  
Xiaoyi Pang ◽  
Yaoxue Zhang ◽  
...  
Keyword(s):  
Differential Privacy ◽  
Privacy Preserving ◽  
Truth Discovery

Accurate and Privacy-Preserving Task Allocation for Edge Computing Assisted Mobile Crowdsensing

2021 ◽  
pp. 1-14
Author(s):  
Zhihua Wang ◽  
Chaoqi Guo ◽  
Jiahao Liu ◽  
Jiamin Zhang ◽  
Yongjian Wang ◽  
...  
Keyword(s):  
Task Allocation ◽  
Privacy Preserving ◽  
Edge Computing ◽  
Mobile Crowdsensing

Privacy-preserving collaborative filtering algorithm based on local differential privacy

2021 ◽  
Vol 18 (11) ◽  
pp. 42-60
Author(s):  
Ting Bao ◽  
Lei Xu ◽  
Liehuang Zhu ◽  
Lihong Wang ◽  
Ruiguang Li ◽  
...  
Keyword(s):  
Collaborative Filtering ◽  
Differential Privacy ◽  
Privacy Preserving ◽  
Filtering Algorithm ◽  
Collaborative Filtering Algorithm
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