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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
federated learning
biblio
Resilient and Verifiable Federated Learning against Byzantine Colluding Attacks
Submitted by aekwall on Thu, 12/01/2022 - 3:38pm
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 - 4:43pm
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 - 10:52am
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
biblio
FLDDoS: DDoS Attack Detection Model based on Federated Learning
Submitted by grigby1 on Thu, 10/06/2022 - 2:20pm
resilience
Data Imbalance
Resiliency
DDoS Attack
Collaborative Work
denial-of-service attack
Named Data Network Security
Clustering algorithms
federated learning
deep learning
Computational modeling
data privacy
privacy
Scalability
Human Factors
Human behavior
pubcrawl
biblio
A Privacy-Preserving Incentive Mechanism for Federated Cloud-Edge Learning
Submitted by grigby1 on Fri, 08/26/2022 - 12:26pm
Computational modeling
Cloud-edge computing
Incentive mechanism
Control Theory
federated learning
Learning systems
optimal control
differential privacy
Games
pubcrawl
data privacy
privacy
Data models
Scalability
Resiliency
resilience
Human behavior
biblio
Federated Learning with Personalized Local Differential Privacy
Submitted by grigby1 on Tue, 04/26/2022 - 10:39am
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 - 9:36am
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 - 1:36pm
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 - 11:19am
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 - 10:34am
deep learning
Training
security
pubcrawl
resilience
Resiliency
privacy
composability
Perturbation methods
Metrics
differential privacy
Collaborative Work
federated learning
sybil attacks
Sybil attack
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