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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Time series analysis
biblio
Online Anomaly Detection of Time Series at Scale
Submitted by
aekwall
on Mon, 07/06/2020 - 10:19am
security of data
Monitoring
Cloud Computing
real-time systems
learning (artificial intelligence)
Resiliency
pubcrawl
standards
Business
Anomaly Detection
Data mining
business operations
microsoft windows
time series
Time series analysis
automatic network-stream monitoring
cloud computing environments
cloud platforms
cyber breaches
cyber situation awareness
data analysis techniques
financial stability
network stream monitoring
non-parametric methods
nonparametric techniques
online anomaly detection
parametric methods
real-time requirements
reputation damage
stock values
Streaming platforms
targeted corporations
time-series analysis methods
time-series anomaly detection
time-series data analysis
Damage Assessment
biblio
Nearest Neighbor Subsequence Search in Time Series Data
Submitted by
grigby1
on Fri, 05/22/2020 - 2:28pm
Data mining
time series
pubcrawl
Indexes
Metrics
Measurement
nearest neighbour methods
search problems
Meteorology
graph theory
Time series analysis
query processing
nearest neighbor search
Agriculture
augmented relationship graph model
Bridges
horizontal pruning
query processing strategy
range interval diversity properties
sensor data
similarity search support
similarity vectors
Subsequence Mining
subsequence similarity match problem
Temperature sensors
temporal sequence data
Time Series Data
time series datasets
time series nearest neighbor subsequence search
TINN graph
TINN model
TINN nodes
biblio
Neural Network Model for Information Security Incident Forecasting
Submitted by
grigby1
on Fri, 05/08/2020 - 2:54pm
security of data
collaboration
Predictive models
information security
time series
pubcrawl
policy-based governance
resilience
Resiliency
neural nets
Metrics
artificial neural network
Artificial Neural Networks
Biological neural networks
forecasting
information security incident
information security incidents forecasting
intelligent forecasting system
neural network application
neural network model
neural network structure
Time series analysis
Time Series Prediction
Neural Network Security
biblio
Using GRU neural network for cyber-attack detection in automated process control systems
Submitted by
grigby1
on Fri, 05/08/2020 - 2:44pm
security of data
Training
security
Anomaly Detection
Neural networks
time series
pubcrawl
policy-based governance
collaboration
control engineering computing
water treatment
process control
production engineering computing
deep learning
neural nets
Metrics
forecasting
Time series analysis
APCS
automated process control systems
cyber-attack detection
end system devices
forecasting multivariate time series
forecasting theory
GRU-neural network training
information security breaches
multivariate time series
operating parameters
Neural Network Security
biblio
Pattern Discovery in Intrusion Chains and Adversarial Movement
Submitted by
grigby1
on Mon, 02/17/2020 - 5:16pm
adversarial movement
composability
Computer crime
cyber security
cybercrimes
Cybersecurity
Data mining
data-driven analysis
Decision Making
intrusion chains
intrusion stages
Metrics
organisational aspects
pattern discovery
pubcrawl
resilience
Resiliency
situational awareness
social networking (online)
social networks
time series
Time series analysis
biblio
Detection of information security breaches in distributed control systems based on values prediction of multidimensional time series
Submitted by
aekwall
on Mon, 01/13/2020 - 12:18pm
Kernel
Resiliency
Human behavior
pubcrawl
composability
Metrics
Training
convolutional neural networks
network attacks
process control
sensor data
control engineering computing
information security
time series
actuator data
control system security
data prediction
distributed control
distributed control systems
information security breaches detection
multidimensional time series
multidimensional time series values prediction
Time series analysis
actuator security
biblio
Forecasting Cyberattacks as Time Series with Different Aggregation Granularity
Submitted by
grigby1
on Tue, 11/12/2019 - 4:26pm
aggregation granularity
ARIMA
auto-regressive integrated moving average models
autoregressive moving average processes
Bayesian networks
belief networks
binary occurrence metrics
Computer crime
computer network security
Correlation
cyber attack occurrences
cyber defense
forecasting
incident count forecasting
intrusion detection methods
malicious activity
Malicious Traffic
malware
Metrics
potential external factors
Predictive models
predictive security metrics
pubcrawl
security
target configuration
time series
Time series analysis
time series construction
Uniform resource locators
biblio
Constructing Browser Fingerprint Tracking Chain Based on LSTM Model
Submitted by
grigby1
on Fri, 04/05/2019 - 10:27am
security of data
resilience
pubcrawl
Human behavior
Metrics
Training
Browsers
computer architecture
Recurrent neural networks
online front-ends
Fingerprint recognition
tracking
Browser Security
Compositionality
LSTM
Resiliency
time series
Time series analysis
recurrent neural nets
browser fingerprint
browser fingerprint evolution
browser fingerprint tracking chain
input feature vector
LSTM model
Stability analysis
stateless tracking technique
track Web attackers
training set
biblio
Botnet Homology Method Based on Symbolic Approximation Algorithm of Communication Characteristic Curve
Submitted by
grigby1
on Fri, 04/05/2019 - 10:23am
Approximation algorithms
botnet
botnet client
botnet control server
botnet homology method
botnets
clustering
Clustering algorithms
command and control systems
command control channels
command interaction
communication characteristic curve
Compositionality
computational complexity
computer network security
dynamic network communication characteristic curves
dynamic time warping distance clustering
earliest botnet group
effective detection method
extracted curve
Heuristic algorithms
homogenous botnet
homologous botnets
homology
internet
invasive software
IP networks
IRC botnet
IRC protocol
Metrics
most significant botnet group
multiple zombies hosts
network servers
network traffic
packet capture traffic monitoring
pattern clustering
Protocols
pubcrawl
resilience
Resiliency
Servers
symbolic approximation algorithm
telecommunication traffic
time series
Time series analysis
time warp simulation
biblio
Identification of Potential Risks to System Security Using Wavelet Analysis, the Time-and-Frequency Distribution Indicator of the Time Series and the Correlation Analysis of Wavelet-Spectra
Submitted by
grigby1
on Fri, 03/15/2019 - 11:55am
Accidents
Correlation
Correlation analysis
correlation methods
Injuries
Metrics
potential risk
potential risks
potential system security threat prediction identification
pubcrawl
resilience
Resiliency
Scalability
security
system security
Time Frequency Analysis
time series
Time series analysis
time-and-frequency distribution
time-and-frequency localization
wavelet analysis
wavelet spectra correlation analysis
wavelet transforms
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