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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
federated learning
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
biblio
Resilient and Verifiable Federated Learning against Byzantine Colluding Attacks
Submitted by aekwall on Thu, 12/01/2022 - 4:38pm
blockchains
Resilient Security Architectures
Peer party
Learning party
Global aggregation
Colluding
byzantine attacks
federated learning
Collaborative Work
security
machine learning
Resiliency
pubcrawl
privacy
blockchain
Computational modeling
Robustness
biblio
FALIoTSE: Towards Federated Adversarial Learning for IoT Search Engine Resiliency
Submitted by grigby1 on Fri, 11/18/2022 - 5:43pm
neural network resiliency
White-Box attack
IoT search engine (IoTSE)
deep generative model
federated learning
Sensor Systems
Recurrent neural networks
Time series analysis
Adversarial Machine Learning
search engines
Perturbation methods
Resiliency
resilience
pubcrawl
Training
biblio
HyperTune: Dynamic Hyperparameter Tuning for Efficient Distribution of DNN Training Over Heterogeneous Systems
Submitted by grigby1 on Tue, 11/08/2022 - 11:52am
Task Analysis
neural network resiliency
Heterogeneous systems
dynamic tuning
DNN training
computational storage devices
distributed training
federated learning
Distributed databases
Training
Program processors
Resiliency
resilience
pubcrawl
Servers
Neural networks
Engines
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