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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
federated learning
biblio
Federated Learning with Personalized Local Differential Privacy
Submitted by grigby1 on Tue, 04/26/2022 - 11:39am
Human behavior
Scalability
Resiliency
resilience
pubcrawl
Privacy-preserving
privacy
Neural networks
neural network
Aggregates
federated learning
differential privacy
deep learning
Conferences
Computational modeling
composability
Communication Systems
Artificial Intelligence
biblio
WAFFLE: Watermarking in Federated Learning
Submitted by grigby1 on Tue, 04/26/2022 - 10:36am
Collaborative Work
Data models
deep learning
Deterrence
federated learning
Human behavior
ownership demonstration
process control
pubcrawl
resilience
Resiliency
reverse engineering
Scalability
Training
Training data
Watermarking
biblio
A Survey on Security and Privacy Threats to Federated Learning
Submitted by grigby1 on Mon, 04/18/2022 - 2:36pm
policy-based governance
security weaknesses
security threat
Resists
Resiliency
resilience
pubcrawl
Protocols
Privacy-preserving
privacy
Collaborative Work
poisoning attacks
inference attacks
IEEE standards
Human behavior
generative adversarial networks
GAN attacks.
federated learning
Computational modeling
biblio
Resisting Distributed Backdoor Attacks in Federated Learning: A Dynamic Norm Clipping Approach
Submitted by grigby1 on Tue, 04/12/2022 - 12:19pm
Training data
dynamic norm clipping
distributed backdoor attacks
Limiting
Resists
Data Sanitization
federated learning
Collaborative Work
Distributed databases
Training
Compositionality
composability
Big Data
privacy
Resiliency
resilience
Human behavior
pubcrawl
biblio
Sybil Attacks and Defense on Differential Privacy based Federated Learning
Submitted by grigby1 on Wed, 03/23/2022 - 11:34am
deep learning
Training
security
pubcrawl
resilience
Resiliency
privacy
composability
Perturbation methods
Metrics
differential privacy
Collaborative Work
federated learning
sybil attacks
Sybil attack
biblio
Collaboratively Diagnosing IGBT Open-circuit Faults in Photovoltaic Inverters: A Decentralized Federated Learning-based Method
Submitted by aekwall on Tue, 03/08/2022 - 2:38pm
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 - 2:50pm
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 - 1:23pm
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 - 4:31pm
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 - 3:56pm
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
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