Safeguarding cross-silo federated learning with local differential privacy

Article Properties
Cite
Wang, Chen, et al. “Safeguarding Cross-Silo Federated Learning With Local Differential Privacy”. Digital Communications and Networks, vol. 8, no. 4, 2022, pp. 446-54, https://doi.org/10.1016/j.dcan.2021.11.006.
Wang, C., Wu, X., Liu, G., Deng, T., Peng, K., & Wan, S. (2022). Safeguarding cross-silo federated learning with local differential privacy. Digital Communications and Networks, 8(4), 446-454. https://doi.org/10.1016/j.dcan.2021.11.006
Wang C, Wu X, Liu G, Deng T, Peng K, Wan S. Safeguarding cross-silo federated learning with local differential privacy. Digital Communications and Networks. 2022;8(4):446-54.
Refrences
Title Journal Journal Categories Citations Publication Date
A game-based approach for cost-aware task assignment with qos constraint in collaborative edge and cloud environments 2021
A survey of local differential privacy for securing internet of vehicles The Journal of Supercomputing
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 23 2020
Federated learning: challenges, methods, and future directions 2020
Dynamic resource provisioning with fault tolerance for data-intensive meteorological workflows in cloud IEEE Transactions on Industrial Informatics
  • Technology: Mechanical engineering and machinery
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Technology (General): Industrial engineering. Management engineering: Information technology
  • Technology: Technology (General): Industrial engineering. Management engineering
  • Technology: Engineering (General). Civil engineering (General)
 2020
Drive2friends: inferring social relationships from individual vehicle mobility data IEEE Internet of Things Journal 2020
Citations
Title Journal Journal Categories Citations Publication Date
Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading Computational and Structural Biotechnology Journal
  • Science: Biology (General)
  • Science: Biology (General)
  • Science: Chemistry: Organic chemistry: Biochemistry
 2024
Fairness and privacy preserving in federated learning: A survey Information Fusion
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 3 2024
Deep federated learning hybrid optimization model based on encrypted aligned data Pattern Recognition
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks
  • Technology: Mechanical engineering and machinery
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics
  • Technology: Engineering (General). Civil engineering (General)
 2024
Fed-MPS: Federated learning with local differential privacy using model parameter selection for resource-constrained CPS Journal of Systems Architecture
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
A state-of-the-art on federated learning for vehicular communications Vehicular Communications
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Technology: Engineering (General). Civil engineering (General): Transportation engineering
  • Technology: Technology (General): Industrial engineering. Management engineering: Information technology
  • Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication
  • Science: Mathematics: Instruments and machines: Electronic computers. Computer science
 2024
Citations Analysis
Category Category Repetition
Science: Mathematics: Instruments and machines: Electronic computers. Computer science10
Technology: Electrical engineering. Electronics. Nuclear engineering: Electric apparatus and materials. Electric circuits. Electric networks8
Technology: Electrical engineering. Electronics. Nuclear engineering: Telecommunication8
Technology: Technology (General): Industrial engineering. Management engineering: Information technology6
Science: Science (General): Cybernetics: Information theory5
Technology: Engineering (General). Civil engineering (General)3
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics3
Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software3
Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware3
Technology: Mechanical engineering and machinery2
Technology: Engineering (General). Civil engineering (General): Transportation engineering2
Science: Mathematics1
Technology: Technology (General): Industrial engineering. Management engineering1
Technology: Chemical technology1
Science: Chemistry: Analytical chemistry1
Science: Mathematics: Instruments and machines1
Science: Chemistry1
Science: Biology (General)1
Science: Chemistry: Organic chemistry: Biochemistry1
The category Science: Mathematics: Instruments and machines: Electronic computers. Computer science 10 is the most commonly referenced area in studies that cite this article. The first research to cite this article was titled PPEFL: An Edge Federated Learning Architecture with Privacy-Preserving Mechanism and was published in 2022. The most recent citation comes from a 2024 study titled Federated attention consistent learning models for prostate cancer diagnosis and Gleason grading. This article reached its peak citation in 2024, with 12 citations. It has been cited in 23 different journals, 4% of which are open access. Among related journals, the IEEE Internet of Things Journal cited this research the most, with 3 citations. The chart below illustrates the annual citation trends for this article.
Citations used this article by year