Crowdsourcing-based Model Testing in Federated Learning

Yunpeng Yi; Hongtao Lv; Tie Luo; Junfeng Yang; Lei Liu; Lizhen Cui

doi:10.1109/TrustCom60117.2023.00048

Crowdsourcing-based Model Testing in Federated Learning

Yunpeng Yi
, Hongtao Lv
, Tie Luo
, Junfeng Yang
, Lei Liu
, Lizhen Cui

Computer Science

Shandong University
Beijing Aerospace Automatic Control Institute
Shandong Research Institute of Industrial Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023
Editors	Jia Hu, Geyong Min, Guojun Wang
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	207-213
Number of pages	7
ISBN (Electronic)	9798350381993
DOIs	https://doi.org/10.1109/TrustCom60117.2023.00048
State	Published - 2023
Event	22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2023 - Exeter, United Kingdom Duration: Nov 1 2023 → Nov 3 2023

Publication series

Name	Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023

Conference

Conference	22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2023
Country/Territory	United Kingdom
City	Exeter
Period	11/1/23 → 11/3/23

ASJC Scopus Subject Areas

Artificial Intelligence
Computer Networks and Communications
Hardware and Architecture
Information Systems and Management
Safety, Risk, Reliability and Quality

Keywords

correlated agreement
crowdsourcing
Federated learning
model testing

Access to Document

10.1109/TrustCom60117.2023.00048

Cite this

Yi, Y., Lv, H., Luo, T., Yang, J., Liu, L., & Cui, L. (2023). Crowdsourcing-based Model Testing in Federated Learning. In J. Hu, G. Min, & G. Wang (Eds.), Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023 (pp. 207-213). (Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/TrustCom60117.2023.00048

Crowdsourcing-based Model Testing in Federated Learning. / Yi, Yunpeng; Lv, Hongtao; Luo, Tie et al.
Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023. ed. / Jia Hu; Geyong Min; Guojun Wang. Institute of Electrical and Electronics Engineers Inc., 2023. p. 207-213 (Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Yi, Y, Lv, H, Luo, T, Yang, J, Liu, L & Cui, L 2023, Crowdsourcing-based Model Testing in Federated Learning. in J Hu, G Min & G Wang (eds), Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023. Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023, Institute of Electrical and Electronics Engineers Inc., pp. 207-213, 22nd IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2023, Exeter, United Kingdom, 11/1/23. https://doi.org/10.1109/TrustCom60117.2023.00048

Yi Y, Lv H, Luo T, Yang J, Liu L, Cui L. Crowdsourcing-based Model Testing in Federated Learning. In Hu J, Min G, Wang G, editors, Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023. Institute of Electrical and Electronics Engineers Inc. 2023. p. 207-213. (Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023). doi: 10.1109/TrustCom60117.2023.00048

Yi, Yunpeng ; Lv, Hongtao ; Luo, Tie et al. / Crowdsourcing-based Model Testing in Federated Learning. Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023. editor / Jia Hu ; Geyong Min ; Guojun Wang. Institute of Electrical and Electronics Engineers Inc., 2023. pp. 207-213 (Proceedings - 2023 IEEE 22nd International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom/BigDataSE/CSE/EUC/iSCI 2023).

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Crowdsourcing-based Model Testing in Federated Learning

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ASJC Scopus Subject Areas

Keywords

Access to Document

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