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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Support vector machines
biblio
E-Mail Classification Using Natural Language Processing
Submitted by aekwall on Mon, 05/18/2020 - 9:54am
k-means algorithm
Word2Vec algorithm
Word2Vec
Web page memberships
unsupervised training model
unsolicited e-mail
Tokenization
test phase M3 model
Skip Gram
serious communication tool
reminders
Electronic mail
e-mail classification
business correspondence
academic notices
Scalability
Unsupervised Learning
k-means
natural language processing
spam e-mails
Postal services
text classification
text analysis
pattern classification
pubcrawl
Human behavior
Resiliency
Support vector machines
Classification algorithms
biblio
Research on fusion diagnosis method of thermal fault of Marine diesel engine
Submitted by aekwall on Mon, 05/18/2020 - 9:49am
fault diagnosis
single sensor data
multiple fault diagnosis models
Marine vehicles
marine diesel engine thermal fault
marine diesel engine
intelligent fault fusion diagnosis method
information fusion
environmental noise
diesel engines
AVL BOOST software
multiple fault diagnosis
mechanical engineering computing
Data models
Human Factors
Temperature measurement
genetic algorithms
genetic algorithm
cyber physical systems
Mathematical model
Metrics
pubcrawl
Resiliency
support vector machine
Support vector machines
biblio
A Multivariate Time Series Classification based Multiple Fault Diagnosis Method for Hydraulic Systems
Submitted by aekwall on Mon, 05/18/2020 - 9:49am
multiple fault diagnosis
Transforms
signal classification
nonlinear complex systems
multivariate time series classification
multivariate time series analysis
multivariable timing characteristics
multiple-faults classification
multiple faults conditions
multiple fault diagnosis method
multi-class OVO-SVM
hydraulic systems
1-NN method
Support vector machines
mechanical engineering computing
fault diagnosis
time series
Human Factors
signal detection
cyber physical systems
neural nets
Metrics
classification
pubcrawl
Resiliency
biblio
An Improved Convolutional Neural Network Model for Intrusion Detection in Networks
Submitted by aekwall on Mon, 05/11/2020 - 10:18am
Kernel
traditional machine learning technology
Support vector machines
security of data
Resiliency
pubcrawl
popular detection technology
pattern classification
network security
network intrusion detection model
network intrusion detection
Metrics
machine learning
low detection rate
learning (artificial intelligence)
Artificial Neural Networks
KDD99 datasets
intrusion samples
Intrusion Detection
improved convolutional neural network model
feature extraction
cyber security
convolutional neural networks
convolutional neural network algorithm
convolutional neural nets
convolution
composability
CNN
policy-based governance
cyber physical systems
biblio
Intrusion Detection and Prevention in Software Defined Networking
Submitted by aekwall on Mon, 05/11/2020 - 10:12am
Resiliency
OpenFlow
network controller
data plane
Training
network intrusion detection
Metrics
machine learning
composability
pubcrawl
Intrusion Detection
learning (artificial intelligence)
Support vector machines
software defined networking
machine learning algorithms
computer architecture
Classification algorithms
network security
computer network security
biblio
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning
Submitted by aekwall on Mon, 04/13/2020 - 9:07am
SDN controllers
forwarding performance status
Network Statistics and Software-Defined Networking
optimal traffic flow matching policy
policy formulation
proactive forwarding device protection
Q-DATA framework
Q-learning algorithm
Reinforcement learning
reinforcement learning approach
REST SDN application
SDN based networks
Degradation
SDN environment
SDN switches
SDN-based traffic flow
SDN-based traffic flow matching control system
support vector machine based algorithm
traffic flow granularity
traffic flow information
traffic flow monitoring
traffic forwarding performance degradation protection
Security by Default
control systems
Monitoring
Scalability
telecommunication traffic
computer network management
software defined networking
Support vector machines
learning (artificial intelligence)
Resiliency
pubcrawl
software-defined networking
computer network security
Security analysis
Software-Defined Networks
computer network reliability
data plane
centralised control
centralized network control
centralized network management
control framework
control plane
Control System
biblio
Classifying Phishing Email Using Machine Learning and Deep Learning
Submitted by grigby1 on Fri, 04/10/2020 - 11:36am
one-hot encoding
Web sites
unsolicited e-mail
text analysis
Support vector machines
Semantics
pubcrawl
phishing emails
phishing email
Phishing
pattern classification
Computer crime
machine learning
learning (artificial intelligence)
Human Factors
Human behavior
encoding
email text
Electronic mail
deep semantic analysis
deep learning
biblio
An Ensemble Approach for Suspicious Traffic Detection from High Recall Network Alerts
Submitted by grigby1 on Fri, 04/03/2020 - 11:19am
Training
feature extraction
machine learning
Forestry
Support vector machines
pubcrawl
security
Kernel
Metrics
graph mining
search engines
web spam
webgraphs
predictive security metrics
biblio
DDoS Attack Mitigation through Root-DNS Server: A Case Study
Submitted by grigby1 on Fri, 04/03/2020 - 11:19am
Predictive models
true positive rate metric
traffic routing algorithms
telecommunication traffic
Support vector machines
Servers
Routing protocols
root-DNS server
root dns
RIPE Atlas
resource allocation
Random Forest
quality of service
pubcrawl
Probes
predictive security metrics
anycast
Metrics
machine learning
logistic regression
Load management
load balancing
k-nearest neighbors
IP networks
IP anycast
high availability
domain name system
DDoS attack mitigation
DDoS
cyber security
computer network security
Computer crime
biblio
Machine Learning Based Ransomware Detection Using Storage Access Patterns Obtained From Live-forensic Hypervisor
Submitted by aekwall on Mon, 03/23/2020 - 12:25pm
Internet of Things devices
UK National Health Service
storage access patterns
static ransomware analysis
prevention systems
machine learning based ransomware detection
live-forensic hypervisor
live ransomware samples
large-scale cyber attacks
dynamic ransomware analysis
dynamic analysis
benign application
behavioral model
Zero-day attacks
invasive software
ransomware attacks
mobile devices
cloud services
machine learning
Metrics
Ransomware
composability
pubcrawl
Resiliency
learning (artificial intelligence)
cyber-physical systems
support vector machine
Support vector machines
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