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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
time series
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
internet
resilience
pubcrawl
Metrics
invasive software
computational complexity
computer network security
Servers
Approximation algorithms
pattern clustering
IP networks
telecommunication traffic
botnet
Protocols
Clustering algorithms
Compositionality
network traffic
Heuristic algorithms
command and control systems
Resiliency
time series
Time series analysis
botnet client
botnet control server
botnet homology method
clustering
command control channels
command interaction
communication characteristic curve
dynamic network communication characteristic curves
dynamic time warping distance clustering
earliest botnet group
effective detection method
extracted curve
homogenous botnet
homologous botnets
homology
IRC botnet
IRC protocol
most significant botnet group
multiple zombies hosts
network servers
packet capture traffic monitoring
symbolic approximation algorithm
time warp simulation
botnets
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
security
resilience
pubcrawl
Metrics
Resiliency
Scalability
wavelet analysis
wavelet transforms
Correlation
time series
Time series analysis
Accidents
Correlation analysis
correlation methods
Injuries
potential risk
potential risks
potential system security threat prediction identification
system security
time-and-frequency distribution
time-and-frequency localization
wavelet spectra correlation analysis
Time Frequency Analysis
biblio
Time Series Forecasting by Evolving Deep Belief Network with Negative Correlation Search
Submitted by
grigby1
on Wed, 03/06/2019 - 4:30pm
Bayes methods
Bayesian optimization
belief networks
collaboration
composability
DBN
Deep Belief Network
derivative-free optimizer-negative correlation search
forecasting
forecasting theory
grid search
Human behavior
hyperparameters optimization
learning (artificial intelligence)
learning rates
Load modeling
Mathematical model
Metrics
Negative correlation search
neural nets
neural network models
Neural networks
optimisation
optimization
policy-based governance
pubcrawl
random search
resilience
Resiliency
Scalability
search problems
time series
Time series analysis
time series datasets
time series forecasting
Training
biblio
Analyst Intuition Based Hidden Markov Model on High Speed, Temporal Cyber Security Big Data
Submitted by
grigby1
on Wed, 11/14/2018 - 1:21pm
Analyst Intuition
attacker
Big Data
Clustering algorithms
computer security
cyber security
cyber security attack
cyber security data
cyber security expert
cyber security log
data analysis
Data mining
Data models
Expectation Regulated
expert systems
forecasting time series data
fuzzy k mean cluster
Fuzzy k-means (FKM)
fuzzy set theory
hidden Markov model
Hidden Markov Model (HMM)
Hidden Markov models
High Velocity
HMM state
Human behavior
IP addresses
malware
Multi-layer Perceptron (MLP)
network protocols
Principal Component Analysis (PCA)
probabilistic models
pubcrawl
resilience
Resiliency
Scalability
scoring system
security
security attacks
security of data
statistical data
temporal cyber security big data
time series
unsure attack
Virus
biblio
Multi-level Anomaly Detection in Industrial Control Systems via Package Signatures and LSTM Networks
Submitted by
grigby1
on Wed, 07/18/2018 - 10:05am
software packages
pattern classification
integrated circuits
database management systems
data structures
control engineering computing
signature database
Scalability
package traffic
package signatures
Industrial Control Systems
industrial control
communication patterns
Bloom filters
package content level anomaly detection
network package content analysis
SCADA systems
Resiliency
ICS networks
ICS Anomaly Detection
time-series structure
multilevel anomaly detection method
LSTM networks
resilience
recurrent neural nets
gas pipeline SCADA system
field devices
Bloom filter
baseline signature database
time-series anomaly detection
time series
stacked long short term memory network-based softmax classifier
pubcrawl
Protocols
production engineering computing
Anomaly Detection
long short term memory networks
learning (artificial intelligence)
Intrusion Detection
digital signatures
Detectors
Databases
biblio
Detection of Temporal Insider Threats to Relational Databases
Submitted by
grigby1
on Thu, 05/24/2018 - 12:08pm
access anomalies
Anomaly Detection
composability
data analysis
Data Analytics
Data Analytics for Security
data misuse
Data Security
feature extraction
Human behavior
Insider Threats
legitimate data access
Metrics
Periodicity
pubcrawl
query features
query processing
real-time anomaly detection
real-time systems
relational databases
relational database security
resilience
Resiliency
security
security of data
Temporal Attacks
temporal insider threat detection
time series
Training
biblio
A Practical Evaluation of Free-Text Keystroke Dynamics
Submitted by
grigby1
on Tue, 02/27/2018 - 2:38pm
authentication
behavioral biometric
biometrics (access control)
continuous user authentication
Data collection
free-text keystroke dynamics
Heuristic algorithms
Human behavior
Human Factors
integrated circuits
Keyboards
keystroke analysis
keystroke time series
Measurement
Metrics
pubcrawl
sessions
sliding window
temporal data order
time 1 min
time 10 min
time 2.5 min
time 30 min
time 5 min
time series
biblio
Spectral Keyboard Streams: Towards Effective and Continuous Authentication
Submitted by
grigby1
on Tue, 02/27/2018 - 2:38pm
authentication
behavioral biometric
benchmark feature vector representation
Continuous Authentication
discrete Fourier transform
Discrete Fourier transforms
discrete wavelet transform
discrete wavelet transforms
Human behavior
Human Factors
keyboard dynamics
keyboard user monitoring
Keyboards
keystroke analysis
keystroke dynamics
Keystroke Streams
keystroke time series
learning (artificial intelligence)
Metrics
on-line assessment
online learning platforms
pubcrawl
robust authentication mechanisms
spectral keyboard streams
time series
Time series analysis
timing
Vectors
biblio
SDN data path confidence analysis
Submitted by
grigby1
on Tue, 12/12/2017 - 1:31pm
automated system protection services
autonomous systems
collaboration
competitors costs industry
Confidence Assessment
confidence score
configuration metrics
dependable network
domestic policy
foreign policy
internet
latent network problems
Measurement
multifactor indicator analysis
network behavior
network configuration
network operation
network path confidence analysis service
OpenFlow
policy-based governance
proprietary information
pubcrawl
remediation costs
Routing
SDN data path confidence analysis
SDN hybrid networks
secure network
Security Metrics
Security Policies Analysis
sensitive data
sensitive information
single metric indicator
software defined networking
Software-defined networking (SDN)
Software-Defined Networks
specific network path
Springs
stolen information
systemic network problems
time series
Time series analysis
time series data repository
tools
Traceroute
unauthorized access
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