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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
industrial control
biblio
Industrial Control System Intrusion Detection Model based on LSTM Attack Tree
Submitted by aekwall on Thu, 04/08/2021 - 4:35pm
attack tree
Compositionality
Computer hacking
computer network security
constructed attack tree model
Hidden Markov models
ICs
IDS
industrial control
Industrial control system intrusion detection model
Information Reuse and Security
internet
Intrusion Detection
Logic gates
LSTM
LSTM & attack tree
Predictive models
pubcrawl
Resiliency
traditional intrusion detection systems
traditional network security
trees (mathematics)
biblio
On a Deterministic Approach to Solving Industrial Control System Problems
Submitted by grigby1 on Tue, 03/30/2021 - 12:05pm
automation
backlog
Calculus
control engineering computing
Control System
critical infrastructures
Cybersecurity
database updating
delay
delays
deterministic queuing systems network calculus
digital control system problems
Human behavior
Human Factors
industrial control
Industrial Control Systems
Local area networks
Mathematical model
Network calculus
network performance measures
production engineering computing
pubcrawl
Queueing analysis
queueing theory
queuing theory
security
signal transmission
biblio
Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest
Submitted by grigby1 on Tue, 03/30/2021 - 11:53am
1D-CNN model
actuators
Anomaly Detection
Auto-Encoder (AE)
control engineering computing
convolutional neural network (CNN)
Convolutional Neural Network models
Data models
feature extraction
feature extraction model
Forestry
ICs
ICS Anomaly Detection
industrial control
industrial control system
Industrial Control System (ICS)
industrial plants
Isolation Forest (IF)
isolation forest-based detection model
learning (artificial intelligence)
neural nets
process control
production engineering computing
pubcrawl
resilience
Resiliency
Scalability
secure water treatment
sensors
SWaT testbed
biblio
Machine Learning Methods for Anomaly Detection in Industrial Control Systems
Submitted by grigby1 on Tue, 03/30/2021 - 11:53am
Anomaly Detection
Artificial Neural Networks
boosting
CPS
cyber-physical system security
deep learning
ICs
ICS Anomaly Detection
industrial control
industrial control system security
Integrated circuit modeling
machine learning
Neural networks
pubcrawl
random forests
resilience
Resiliency
Scalability
testing
biblio
Assessment of the Applicability of Autoencoders in the Problem of Detecting Anomalies in the Work of Industrial Control Systems.
Submitted by grigby1 on Tue, 03/30/2021 - 11:53am
anomalies detection
auto-encoders
autoencoders
classification problems
complex problems
control engineering computing
convolutional neural nets
convolutional neural networks
Decoding
deep learning
ICS Anomaly Detection
industrial control
industrial control system
industrial control systems (ICS)
industrial facilities
Industries
information security
integrated circuits
learning (artificial intelligence)
machine learning
Neurons
process control
process control systems
pubcrawl
resilience
Resiliency
Scalability
Task Analysis
biblio
Cross-domain Anomaly Detection for Power Industrial Control System
Submitted by grigby1 on Tue, 03/30/2021 - 11:52am
Anomaly Detection
feature extraction
ICS Anomaly Detection
industrial control
integrated circuits
Neural networks
Power ICS
Protocols
pubcrawl
resilience
Resiliency
Scalability
TrAdaBoost
Training data
transfer learning
biblio
Assessing Anomaly-Based Intrusion Detection Configurations for Industrial Control Systems
Submitted by grigby1 on Tue, 03/30/2021 - 11:52am
anomaly-based intrusion detection configurations
anomaly-based network IDS settings
Assessment
computer network security
control engineering computing
cost reduction
Electronic mail
Ethernet based interconnections
full-scale ICS test bed
Government
ICs
ICS Anomaly Detection
industrial control
Industrial Control Systems
information technology network
integrated circuits
Intrusion Detection
Intrusion Detection Systems
Local area networks
maintenance
maintenance engineering
operational technology systems
Production
production engineering computing
pubcrawl
resilience
Resiliency
risk quantification
Scalability
biblio
Tracing and detection of ICS Anomalies Based on Causality Mutations
Submitted by grigby1 on Tue, 03/30/2021 - 11:51am
Anomaly Detection
anomaly detection algorithm
anomaly location strategy
anomaly node
anomaly source traceable
causal anomaly detection
causal modeling algorithm
causal network
causality mining algorithm
causality modeling
causality mutations
comparison algorithm
control engineering computing
Correlation
Data mining
Entropy
ICS anomalies
ICS Anomaly Detection
industrial control
industrial control physics
industrial control system
information entropy
Microwave integrated circuits
production engineering computing
pubcrawl
resilience
Resiliency
Scalability
security of data
traceability of anomaly
biblio
Applying of Generative Adversarial Networks for Anomaly Detection in Industrial Control Systems
Submitted by aekwall on Mon, 03/29/2021 - 11:56am
ICS Anomaly Detection
Anomaly Detection
BiGAN architecture
computer architecture
control engineering computing
Cyber Attacks
Data models
deep learning
Generative Adversarial Learning
generative adversarial networks
generative adversarial networks (GAN)
Generators
ICs
industrial control
Industrial Control Systems
industrial control systems (ICS)
industrial process
industrial processes anomaly detection
information security
Integrated circuit modeling
Intrusion Detection
neural nets
Predictive Metrics
production engineering computing
pubcrawl
Resiliency
Scalability
security of data
Training
biblio
The Modbus Protocol Vulnerability Test in Industrial Control Systems
Submitted by grigby1 on Mon, 03/15/2021 - 1:10pm
command injection attacks
composability
critical infrastructure
industrial control
Industrial Control System (ICS)
integrated circuits
Metrics
Modbus protocol
performance evaluation
Protocols
pubcrawl
resilience
Resiliency
security
Security test
virtual environments
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