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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
ICS Anomaly Detection
biblio
The Anomaly Detection Mechanism Using Extreme Learning Machine for Service Function Chaining
Submitted by grigby1 on Tue, 03/30/2021 - 10:54am
ICS Anomaly Detection
service integrity
service function chaining
Scalability
Resiliency
resilience
pubcrawl
Neurons
network function virtualization
5G mobile communication
Extreme learning machines
extreme learning machine
Containers
cloud-native
Cloud Computing
Anomaly Detection
5g network
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 - 10:53am
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 - 10:53am
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 - 10:53am
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 - 10:52am
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 - 10:52am
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
Simplified Method for Fast and Efficient Incident Detection in Industrial Networks
Submitted by grigby1 on Tue, 03/30/2021 - 10:51am
industrial network
testing
telecommunication traffic
standards
simplified method
security incident detection
security
Scalability
Resiliency
resilience
pubcrawl
Protocols
network traffic
Modbus protocol
machine learning
intrusion detection system
Anomaly Detection
industrial Modbus protocol
IDS system Zeek
IDS
identified signature recognition
identified anomaly recognition
ICS Anomaly Detection
ICs
fast incident detection
efficient incident detection
DoS Attack Detection
DNP3 protocol
distributed network protocol 3
digital signatures
computer network security
biblio
Anomaly Detection with Autoencoder and Random Forest
Submitted by grigby1 on Tue, 03/30/2021 - 10:51am
Anomaly Detection
autoencoder
Computational modeling
Credit cards
deep learning
feature extraction
ICS Anomaly Detection
pubcrawl
Radio frequency
Random Forest
random forests
resilience
Resiliency
Scalability
tuning
biblio
Tracing and detection of ICS Anomalies Based on Causality Mutations
Submitted by grigby1 on Tue, 03/30/2021 - 10:51am
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 - 10:56am
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
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