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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Training data
biblio
Lightweight Privacy-preserving Medical Diagnosis in Edge Computing
Submitted by grigby1 on Mon, 05/09/2022 - 4:37pm
real-time systems
Secure computation
Medical diagnosis
Homomorphic encryption
Xgboost
user privacy in the cloud
Scalability
Training data
privacy preserving
pubcrawl
edge computing
Computational modeling
data privacy
privacy
Data models
Resiliency
resilience
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
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
Poisoning Attacks and Data Sanitization Mitigations for Machine Learning Models in Network Intrusion Detection Systems
Submitted by grigby1 on Tue, 04/12/2022 - 12:18pm
privacy
Data Sanitization
network intrusion detection
data integrity
Adversarial Machine Learning
Training data
Compositionality
military communication
composability
Training
Conferences
Resiliency
resilience
Human behavior
pubcrawl
Support vector machines
machine learning
biblio
Towards Unveiling Dark Web Structured Data
Submitted by grigby1 on Tue, 04/12/2022 - 12:15pm
machine learning
pubcrawl
Human behavior
Data models
internet
Big Data
Training data
Knowledge engineering
dark web
Iterative algorithms
biblio
Auto-tagging of Short Conversational Sentences using Natural Language Processing Methods
Submitted by grigby1 on Thu, 03/10/2022 - 12:33pm
Training data
chatbot
BERT
auto-tagging
software development management
LSTM
Doc2Vec
Bit error rate
social networking (online)
signal processing
natural language processing
internet
Scalability
Resiliency
resilience
Human behavior
pubcrawl
biblio
Improving Domain Generalization in Segmentation Models with Neural Style Transfer
Submitted by grigby1 on Wed, 03/09/2022 - 12:58pm
pubcrawl
resilience
Resiliency
Scalability
Biological system modeling
Kernel
Metrics
Task Analysis
Training data
convolutional neural networks
Shape
semantic segmentation
image segmentation
neural style transfer
magnetic resonance imaging
polycystic kidney disease
biblio
Haze Mitigation in High-Resolution Satellite Imagery Using Enhanced Style-Transfer Neural Network and Normalization Across Multiple GPUs
Submitted by grigby1 on Wed, 03/09/2022 - 12:56pm
graphics processing units
neural style transfer
Haze Mitigation
Cycle-GAN
remote sensing
Satellites
convolutional neural networks
image segmentation
Image color analysis
Training
Training data
Metrics
Scalability
Resiliency
resilience
pubcrawl
Neural networks
biblio
Detecting Cyber-Attacks in Modern Power Systems Using an Unsupervised Monitoring Technique
Submitted by aekwall on Tue, 02/22/2022 - 2:17pm
Measurement and Metrics Testing
sustainable development
statistical monitoring charts
smoothing methods
power transmission
modern power system
kNN algorithm
Time-frequency Analysis
cyber-attacks
Training data
Metrics
pubcrawl
Medical services
Intrusion Detection
Measurement
biblio
Combinatorial Testing Metrics for Machine Learning
Submitted by aekwall on Tue, 02/22/2022 - 2:16pm
Measurement and Metrics Testing
test set selection
operating envelopes
combinatorial testing
transfer learning
Training data
Metrics
pubcrawl
Conferences
machine learning
Predictive models
Data models
Measurement
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