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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
federated learning
biblio
Cybersecurity Education in the Age of Artificial Intelligence: A Novel Proactive and Collaborative Learning Paradigm
Submitted by grigby1 on Thu, 08/24/2023 - 2:49pm
Artificial Intelligence
Human Factors
Cyber Physical System
Learning systems
federated learning
cyber physical systems
education
Context modeling
immersive systems
virtual reality
best practices
Training
computer security
composability
privacy
Resiliency
resilience
Human behavior
pubcrawl
machine learning
Cyber-security
biblio
An Early Warning Analysis Model of Metering Equipment Based on Federated Hybrid Expert System
Submitted by grigby1 on Fri, 07/21/2023 - 1:27pm
Training
information security
security
Neural networks
pubcrawl
Human behavior
resilience
Resiliency
Analytical models
Scalability
expert systems
expert system
fault diagnosis
federated learning
Fitting
early warning of power metering equipment
biblio
Fake News Detection using a Decentralized Deep Learning Model and Federated Learning
Submitted by grigby1 on Thu, 06/29/2023 - 4:11pm
Metrics
Training data
Training
Soft sensors
social networking (online)
Scalability
Resiliency
resilience
pubcrawl
DeepFake
Human behavior
federated learning
fake news detection
deep learning
Decentralized Deep Learning
CNN
Adaptation models
biblio
Secure Recommender System based on Neural Collaborative Filtering and Federated Learning
Submitted by grigby1 on Fri, 03/17/2023 - 12:11pm
collaborative filtering
Computational modeling
Data models
data privacy
federated learning
Human behavior
Human Factors
privacy
pubcrawl
recommender system
recommender systems
resilience
Resiliency
Scalability
security and privacy
Training
biblio
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning
Submitted by aekwall on Thu, 02/02/2023 - 5:45pm
security
Peer-to-peer computing
Distributed databases
pubcrawl
Scalability
Resiliency
Generators
data augmentation
federated learning
Degradation
generative adversarial network
non-IID
privacy-preserving decentralized machine learning
Swarm learning
Tuberculosis
Stochastic Computing Security
biblio
Effect of Clustering in Federated Learning on Non-IID Electricity Consumption Prediction
Submitted by grigby1 on Fri, 01/20/2023 - 3:47pm
smart grid consumer privacy
clustering methods
collaboration
energy consumption
Europe
federated learning
load forecasting
Policy Based Governance
Predictive models
privacy
pubcrawl
Smart Grids
biblio
Robust and Resilient Federated Learning for Securing Future Networks
Submitted by grigby1 on Fri, 01/06/2023 - 4:25pm
resilience
Label Flipping
defense mechanism
poisoning attacks
6G mobile communication
AI Poisoning
Distributed databases
Clustering algorithms
federated learning
Training
Industries
5G mobile communication
Scalability
Resiliency
Human behavior
pubcrawl
machine learning
biblio
Detection and Mitigation of Targeted Data Poisoning Attacks in Federated Learning
Submitted by grigby1 on Fri, 01/06/2023 - 4:25pm
Training
Servers
pubcrawl
Human behavior
Resiliency
Scalability
Data models
Computational modeling
Big Data
Training data
resilience
federated learning
data poisoning attacks
AI Poisoning
Adversarial Machine Learning
security for AI
biblio
Enhancing Cyber Security in IoT Systems using FL-based IDS with Differential Privacy
Submitted by grigby1 on Fri, 01/06/2023 - 4:13pm
Internet of Things
Training
cyber security
pubcrawl
resilience
Resiliency
performance evaluation
Scalability
Data models
privacy
federated learning
differential privacy
AI
Human Factors
privacy preservation
additive noise
biblio
FedMix: A Sybil Attack Detection System Considering Cross-layer Information Fusion and Privacy Protection
Submitted by aekwall on Thu, 01/05/2023 - 5:10pm
vehicular ad hoc networks
Sybil attack detection
privacy protection
sybil attacks
information fusion
Cross layer design
ANN
federated learning
data integrity
privacy
composability
Resiliency
Metrics
pubcrawl
Analytical models
data privacy
Training
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