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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
CNN
biblio
Disturbance Signal Recognition Using Convolutional Neural Network for DAS System
Submitted by grigby1 on Tue, 04/19/2022 - 10:46am
pubcrawl
Time series analysis
Time measurement
Signal Recognition
signal processing security
Signal processing algorithms
sensors
Resiliency
resilience
Adaptation models
privacy
Metrics
Fiber gratings
FBG
DAS
Computational modeling
composability
CNN
biblio
A survey on Deep Learning based Intrusion Detection Systems on Internet of Things
Submitted by aekwall on Wed, 03/23/2022 - 9:35am
Intrusion Detection
deep learning
Training
Cloud Computing
Internet of Things
Internet of Things (IoT)
Scalability
Human behavior
Safety
CNN
intrusion detection system
pubcrawl
System performance
NSL-KDD
Social Agents
biblio
Ransomware Detection Using Deep Learning in the SCADA System of Electric Vehicle Charging Station
Submitted by grigby1 on Mon, 03/14/2022 - 12:38pm
Compositionality
EVSE
electric vehicle charging
SCADA Systems Security
RNN
denial-of-service attack
Ransomware
LSTM
DNN
SCADA
Internet of Things
Smart Grids
SCADA systems
cyber-physical security
Resiliency
resilience
Human behavior
pubcrawl
CNN
deep learning
biblio
Radar Intra-Pulse Modulation Signal Classification Using CNN Embedding and Relation Network under Small Sample Set
Submitted by grigby1 on Tue, 03/01/2022 - 4:26pm
Receivers
Training
Technological innovation
small sample set
Scalability
RN
Resiliency
resilience
Reconnaissance
CNN
Radar signal classification
radar imaging
pubcrawl
pattern classification
novel class
Network reconnaissance
modulation
biblio
Network Intrusion Detection Based on BiSRU and CNN
Submitted by grigby1 on Tue, 03/01/2022 - 4:15pm
network intrusion detection
Training
temporal features
telecommunication traffic
spatial features
Resiliency
resilience
pubcrawl
Neural networks
BiSRU
Metrics
machine learning algorithms
machine learning
Intrusion Detection
feature extraction
composability
CNN
biblio
Enhancing Image-Based Malware Classification Using Semi-Supervised Learning
Submitted by aekwall on Mon, 02/07/2022 - 5:04pm
Costs
semi-supervised learning
ResNet
Malware Visualization’ ∏-Model
malware classification
LeNet
image-based
Semisupervised learning
Gray-scale
Data models
Predictive Metrics
supervised learning
CNN
malware
Human behavior
Resiliency
pubcrawl
privacy
biblio
Spoofed Voice Detection using Dense Features of STFT and MDCT Spectrograms
Submitted by aekwall on Tue, 01/25/2022 - 3:50pm
CNN
STFT
spoofed voices
spectrum
recognition
MDCT
Hann window
Fourier transforms
attestation
Forensics
Speech recognition
Forgery
discrete cosine transforms
composability
Human behavior
Resiliency
pubcrawl
feature extraction
authentication
biblio
EZAC: Encrypted Zero-Day Applications Classification Using CNN and K-Means
Submitted by grigby1 on Tue, 12/21/2021 - 12:37pm
CNN
Collaborative Work
composability
Conferences
convolutional neural networks
defense
encrypted traffic
encryption
k-means
Metrics
pubcrawl
resilience
Resiliency
Traffic classification
Zero day attacks
zero-day application
biblio
A Convolutional Encoder Network for Intrusion Detection in Controller Area Networks
Submitted by aekwall on Tue, 09/07/2021 - 11:11am
false negative rate
Training
security
Resiliency
pubcrawl
network intrusion detection
Internet of Things
IDS
feature extraction
Network Security Architecture
Data processing
Data mining
cyber-physical systems
controller area network security
controller area network
Computational modeling
CNN
biblio
Resilience Improvements for Space-Based Radio Frequency Machine Learning
Submitted by grigby1 on Wed, 06/30/2021 - 3:26pm
Radio frequency
Small satellites
Single-Event Upset
security
Satellite
RF Machine Learning
Resiliency
resilience
Redundancy
CNN
pubcrawl
Metrics
machine learning algorithms
machine learning
forward error correction
Earth
composability
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