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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
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
internet
trees (mathematics)
traditional network security
traditional intrusion detection systems
Resiliency
pubcrawl
Predictive models
LSTM & attack tree
LSTM
Logic gates
Intrusion Detection
attack tree
Information Reuse and Security
Industrial control system intrusion detection model
industrial control
IDS
ICs
Hidden Markov models
constructed attack tree model
computer network security
Computer hacking
Compositionality
biblio
On a Deterministic Approach to Solving Industrial Control System Problems
Submitted by grigby1 on Tue, 03/30/2021 - 12:05pm
Human Factors
signal transmission
security
queuing theory
queueing theory
Queueing analysis
pubcrawl
production engineering computing
network performance measures
Network calculus
Mathematical model
Local area networks
Industrial Control Systems
industrial control
automation
Human behavior
digital control system problems
deterministic queuing systems network calculus
delays
delay
database updating
Cybersecurity
critical infrastructures
Control System
control engineering computing
Calculus
backlog
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
Industrial Control System (ICS)
SWaT testbed
sensors
secure water treatment
Scalability
Resiliency
resilience
pubcrawl
production engineering computing
process control
neural nets
learning (artificial intelligence)
isolation forest-based detection model
Isolation Forest (IF)
industrial plants
1D-CNN model
industrial control system
industrial control
ICS Anomaly Detection
ICs
Forestry
feature extraction model
feature extraction
Data models
Convolutional Neural Network models
convolutional neural network (CNN)
control engineering computing
Auto-Encoder (AE)
Anomaly Detection
actuators
biblio
Machine Learning Methods for Anomaly Detection in Industrial Control Systems
Submitted by grigby1 on Tue, 03/30/2021 - 11:53am
industrial control system security
testing
Scalability
Resiliency
resilience
random forests
pubcrawl
Neural networks
machine learning
Integrated circuit modeling
Anomaly Detection
industrial control
ICS Anomaly Detection
ICs
deep learning
cyber-physical system security
CPS
boosting
Artificial Neural Networks
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
industrial facilities
Task Analysis
Scalability
Resiliency
resilience
pubcrawl
process control systems
process control
Neurons
machine learning
learning (artificial intelligence)
integrated circuits
information security
Industries
anomalies detection
industrial control systems (ICS)
industrial control system
industrial control
ICS Anomaly Detection
deep learning
Decoding
convolutional neural networks
convolutional neural nets
control engineering computing
complex problems
classification problems
autoencoders
auto-encoders
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
information technology network
Scalability
risk quantification
Resiliency
resilience
pubcrawl
production engineering computing
Production
operational technology systems
maintenance engineering
maintenance
Local area networks
Intrusion Detection Systems
Intrusion Detection
integrated circuits
anomaly-based intrusion detection configurations
Industrial Control Systems
industrial control
ICS Anomaly Detection
ICs
Government
full-scale ICS test bed
Ethernet based interconnections
Electronic mail
cost reduction
control engineering computing
computer network security
Assessment
anomaly-based network IDS settings
biblio
Tracing and detection of ICS Anomalies Based on Causality Mutations
Submitted by grigby1 on Tue, 03/30/2021 - 11:51am
Entropy
traceability of anomaly
security of data
Scalability
Resiliency
resilience
pubcrawl
production engineering computing
Microwave integrated circuits
information entropy
industrial control system
industrial control physics
industrial control
ICS Anomaly Detection
ICS anomalies
Anomaly Detection
Data mining
Correlation
control engineering computing
comparison algorithm
causality mutations
causality modeling
causality mining algorithm
causal network
causal modeling algorithm
causal anomaly detection
anomaly source traceable
anomaly node
anomaly location strategy
anomaly detection algorithm
biblio
Applying of Generative Adversarial Networks for Anomaly Detection in Industrial Control Systems
Submitted by aekwall on Mon, 03/29/2021 - 11:56am
Industrial Control Systems
Training
security of data
Scalability
Resiliency
pubcrawl
production engineering computing
Predictive Metrics
neural nets
Intrusion Detection
Integrated circuit modeling
information security
industrial processes anomaly detection
industrial process
industrial control systems (ICS)
ICS Anomaly Detection
industrial control
ICs
Generators
generative adversarial networks (GAN)
generative adversarial networks
Generative Adversarial Learning
deep learning
Data models
Cyber Attacks
control engineering computing
computer architecture
BiGAN architecture
Anomaly Detection
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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