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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
Congestion Management of the German Transmission Grid through Sector Coupling: A Modeling Approach
Submitted by aekwall on Tue, 09/07/2021 - 11:19am
Monitoring
pubcrawl
Scalability
Resiliency
load flow calculation
Load modeling
multi-carrier energy system
power transmission lines
Power-to-Gas plants
redispatch
renewable energy sources
Time series analysis
wind power curtailment
Wind power generation
coupled congestion control
biblio
Inference of Suspicious Co-Visitation and Co-Rating Behaviors and Abnormality Forensics for Recommender Systems
Submitted by grigby1 on Thu, 04/08/2021 - 5:10pm
Scalability
Metrics
personalized collaborative recommender systems
pervasiveness
pubcrawl
rating intention
real-world data
recommender system
recommender systems
resilience
Resiliency
Measurement
security of data
spotting anomalies
structure-based property
suspicious co-visitation behavior
suspicious nodes
suspicious ratings
time series
Time series analysis
ubiquitous computing
unified detection framework
Forensics
Anomaly Detection
association rules
Attack detection
co-rating behaviors
co-rating graphs
collaboration
Couplings
Data mining
e-commerce services
electronic commerce
abnormality forensics
forensics metrics including distribution
fundamental vulnerabilities
graph theory
historical ratings
Human behavior
inference
information forensics
malicious attack
malicious attack behaviors
malicious users
biblio
Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems
Submitted by aekwall on Tue, 03/09/2021 - 12:04pm
inferred states
automated software engineering tasks
Black-box Model Inference
black-box systems
black-box techniques
black-box third-party libraries
C code
detection techniques
entire source code
existing dynamic model inference techniques
hybrid deep neural network
infer state models
888 random recent system-level test cases
inferring behavior model
program comprehension
recurrent layers
run-time traces
running software system
Specification Mining
state change points
state classification algorithm
traditional time series change
UAV auto-pilot solution
white-box
Anomaly Detection
Time measurement
Classification algorithms
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Metrics
neural nets
pattern classification
program testing
testing
Task Analysis
software engineering
black box encryption
aerospace computing
deep learning
Instruments
inference mechanisms
time series
convolutional neural network
Time series analysis
recurrent neural network
convolutional layers
biblio
Practical and White-Box Anomaly Detection through Unsupervised and Active Learning
Submitted by grigby1 on Thu, 03/04/2021 - 2:35pm
pubcrawl
white-box anomaly detection
user experience
Unsupervised Learning
Unsupervised Anomaly Detection
Time series analysis
time series
supervised learning
security of data
RRCF algorithm
RRCF
robust random cut forest
Resiliency
resilience
random forests
White Box Security
Neural networks
Monitoring
Metrics
Labeling
KPI anomaly detection framework
key performance indicators
iRRCF
Forestry
composability
Anomaly Detection
active learning
security
white box
biblio
Trustworthiness in Sensor Networks A Reputation-Based Method for Weather Stations
Submitted by aekwall on Mon, 12/21/2020 - 1:35pm
reputation
weather stations
trustworthiness approach
soft-security feature
self-data trust
reputation-based method
reputation indicators
peer-data trust
Pearson correlation
Meteorology Data
Meteorology
geophysics computing
Gaussian overlap
correlation theory
Autonomous Sensors
Time series analysis
IoT
sensor networks
Gaussian processes
Temperature measurement
sensor fusion
Indexes
trustworthiness
Data mining
Correlation
Peer-to-peer computing
composability
pubcrawl
Trusted Computing
data integrity
security of data
biblio
Anomaly Detection for Power Grid Based on Time Series Model
Submitted by grigby1 on Fri, 12/11/2020 - 2:44pm
security
Power Grid
power grids
Power system protection
Protocols
pubcrawl
resilience
Resiliency
Scalability
power engineering computing
Smart Grids
smart power grids
Time Frequency Analysis
time series
Time series analysis
time series model
Time-frequency Analysis
timing relationship
Fourier transform
Anomaly Detection
anomaly detection model
computer network security
Cyber Attacks
cyber security situation
discrete Fourier transform
Discrete Fourier transforms
efficient anomaly detection methods
advanced behavior attacks
highly periodic network
mainstream security devices
Metrics
network message
original physical isolation
periodic extraction method
periodic overlapping mapping
biblio
Online Anomaly Detection of Time Series at Scale
Submitted by aekwall on Mon, 07/06/2020 - 10:19am
real-time requirements
cyber situation awareness
data analysis techniques
financial stability
network stream monitoring
non-parametric methods
nonparametric techniques
online anomaly detection
parametric methods
cyber breaches
reputation damage
stock values
Streaming platforms
targeted corporations
time-series analysis methods
time-series anomaly detection
time-series data analysis
Damage Assessment
Anomaly Detection
Monitoring
Cloud Computing
real-time systems
learning (artificial intelligence)
Resiliency
pubcrawl
standards
Business
security of data
Data mining
business operations
microsoft windows
time series
Time series analysis
automatic network-stream monitoring
cloud computing environments
cloud platforms
biblio
Nearest Neighbor Subsequence Search in Time Series Data
Submitted by grigby1 on Fri, 05/22/2020 - 2:28pm
horizontal pruning
TINN nodes
TINN model
TINN graph
time series nearest neighbor subsequence search
time series datasets
Time Series Data
temporal sequence data
Temperature sensors
subsequence similarity match problem
Subsequence Mining
similarity vectors
similarity search support
sensor data
range interval diversity properties
query processing strategy
Data mining
Bridges
augmented relationship graph model
Agriculture
nearest neighbor search
query processing
Time series analysis
graph theory
Meteorology
search problems
nearest neighbour methods
Measurement
Metrics
Indexes
pubcrawl
time series
biblio
Neural Network Model for Information Security Incident Forecasting
Submitted by grigby1 on Fri, 05/08/2020 - 2:54pm
neural network model
Time Series Prediction
Time series analysis
time series
security of data
Resiliency
resilience
pubcrawl
Predictive models
policy-based governance
neural network structure
Neural Network Security
artificial neural network
neural network application
neural nets
Metrics
intelligent forecasting system
information security incidents forecasting
information security incident
information security
forecasting
collaboration
Biological neural networks
Artificial Neural Networks
biblio
Using GRU neural network for cyber-attack detection in automated process control systems
Submitted by grigby1 on Fri, 05/08/2020 - 2:44pm
neural nets
Neural Network Security
operating parameters
multivariate time series
information security breaches
GRU-neural network training
forecasting theory
forecasting multivariate time series
end system devices
cyber-attack detection
automated process control systems
APCS
Time series analysis
forecasting
Metrics
security of data
deep learning
production engineering computing
process control
water treatment
control engineering computing
collaboration
policy-based governance
pubcrawl
time series
Neural networks
Anomaly Detection
security
Training
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