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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
federated learning
biblio
Collaboratively Diagnosing IGBT Open-circuit Faults in Photovoltaic Inverters: A Decentralized Federated Learning-based Method
Submitted by aekwall on Tue, 03/08/2022 - 1:38pm
cyber-physical systems
Human Factors
Packet loss
data privacy
machine learning
Learning systems
pubcrawl
Metrics
Resiliency
Photovoltaic systems
fault diagnosis
multiple fault diagnosis
fault detection
fault detection and diagnosis
federated learning
IGBT open-circuit fault
insulated gate bipolar transistors
photovoltaic system
biblio
On Cascaded Federated Learning for Multi-Tier Predictive Models
Submitted by grigby1 on Thu, 02/24/2022 - 1:50pm
6G
carrier prediction
Cellular networks
Conferences
federated learning
Metrics
neural network
Predictive models
predictive security metrics
privacy
pubcrawl
Quantization (signal)
split learning
Urban areas
Wireless communication
biblio
An Approach for Peer-to-Peer Federated Learning
Submitted by grigby1 on Tue, 02/22/2022 - 12:23pm
Neural networks
Training
Stochastic processes
security
Scalability
Resiliency
resilience
pubcrawl
privacy
peer-to-peer security
peer to peer security
Mission critical systems
Metrics
machine learning
Human Factors
federated learning
deep learning
Data protection
collaboration
biblio
A Quantitative Metric for Privacy Leakage in Federated Learning
Submitted by aekwall on Mon, 01/31/2022 - 3:31pm
Security Risk Estimation
Collaborative Work
Data models
estimation
federated learning
information theory
Measurement
pubcrawl
Resiliency
Scalability
security
security and privacy
security metric
Signal processing algorithms
Training
work factor metrics
biblio
Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources
Submitted by aekwall on Tue, 01/25/2022 - 2:56pm
attribution
authorship attribution
Collaborative Work
composability
Computational modeling
computer architecture
Cooperative Computing
deep learning
federated learning
Human behavior
Metrics
natural language processing
Neural networks
pubcrawl
text categorization
text classification
biblio
Model Fragmentation, Shuffle and Aggregation to Mitigate Model Inversion in Federated Learning
Submitted by aekwall on Mon, 12/20/2021 - 11:31am
Adversary Models
Aggregates
Collaborative Work
differential privacy
federated learning
Human behavior
Learning systems
Metrics
Metropolitan area networks
Model inversion
privacy
pubcrawl
Resiliency
Resistance
Scalability
Training data
biblio
Age-Based Scheduling Policy for Federated Learning in Mobile Edge Networks
Submitted by grigby1 on Tue, 10/12/2021 - 3:22pm
age-of-update
Collaborative Work
federated learning
Human behavior
Measurement
Metrics
Mobile Edge Computing
Privacy Policies
pubcrawl
Scalability
scheduling policy
Servers
signal processing
Signal processing algorithms
speech processing
Training
biblio
FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems
Submitted by aekwall on Mon, 10/04/2021 - 1:06pm
Resiliency
Pervasive Computing Security
trustworthy
Logistics
federated learning
Biological system modeling
microservices
testing
cyber-physical systems
Computational modeling
Metrics
Scalability
pubcrawl
Servers
edge computing
Cloud Computing
Human Factors
biblio
Using Federated Learning on Malware Classification
Submitted by grigby1 on Tue, 09/21/2021 - 2:55pm
malware classication
Training
testing
Support vector machines
Resiliency
resilience
pubcrawl
privacy
Metrics
malware family
Artificial Intelligence
malware
machine learning
Human behavior
federated learning
feature extraction
Data models
computer security
classification
biblio
Incentive Mechanism Design for Federated Learning in the Internet of Vehicles
Submitted by grigby1 on Wed, 06/30/2021 - 2:58pm
Incentive mechanism
Artificial Intelligence
collaboration
contracts
cyber physical systems
Data models
federated learning
Human behavior
Human Factors
vehicular networks
Intelligent vehicles
internet
Internet of Vehicles
Metrics
Numerical models
pubcrawl
resilience
Resiliency
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