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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 Trust Evaluation and Anomaly Detection Model of Industrial Control Equipment Based on Multiservice and Multi-attribute
Submitted by grigby1 on Fri, 09/30/2022 - 8:44am
process control
vector similarity algorithm
support algorithm
multi-service
multi-attribute
Resiliency
ICS Anomaly Detection
Resists
trust model
Resistance
Support vector machines
ICs
Protocols
Data models
Scalability
Analytical models
resilience
pubcrawl
Anomaly Detection
biblio
On the Performance of Isolation Forest and Multi Layer Perceptron for Anomaly Detection in Industrial Control Systems Networks
Submitted by grigby1 on Fri, 09/30/2022 - 8:44am
ICs
reconnaissance attack
iForest
Resiliency
ICS Anomaly Detection
deep neural networks
MLP
SCADA
integrated circuits
deep learning
industrial control
Scalability
resilience
pubcrawl
Intrusion Detection
Neural networks
Forestry
machine learning algorithms
biblio
Anomaly Detection of ICS Communication Using Statistical Models
Submitted by grigby1 on Fri, 09/30/2022 - 8:43am
Switches
statistical distributions
communication patterns
IEC 104
Resiliency
Monitoring
ICS Anomaly Detection
traffic control
Windows
Training
Smart Grid
IEC standards
industrial networks
Scalability
Integrated circuit modeling
resilience
pubcrawl
Anomaly Detection
biblio
Systematic and Efficient Anomaly Detection Framework using Machine Learning on Public ICS Datasets
Submitted by grigby1 on Fri, 09/30/2022 - 8:43am
machine learning
machine learning algorithms
security
Anomaly Detection
pubcrawl
resilience
Scalability
Cybersecurity
Classification algorithms
Transportation
Systematics
Industrial Control Systems
Writing
Data preprocessing
ICS Anomaly Detection
Resiliency
biblio
Cyber-Physical Anomaly Detection for ICS
Submitted by grigby1 on Fri, 09/30/2022 - 8:43am
telecommunication traffic
sound
finger-printing
Production facilities
Resiliency
ICS Anomaly Detection
Physical layer
Three-dimensional displays
Fingerprint recognition
feature extraction
integrated circuits
ICs
Scalability
security
resilience
pubcrawl
cyber-physical systems
Anomaly Detection
biblio
Efficient Modelling of ICS Communication For Anomaly Detection Using Probabilistic Automata
Submitted by grigby1 on Fri, 09/30/2022 - 8:42am
Probabilistic logic
Probabilistic Automata
Network Monitoring
IEC 104
Resiliency
IPFIX
ICS Anomaly Detection
traffic control
Semantics
security
automata
ICs
Protocols
Scalability
Integrated circuit modeling
resilience
pubcrawl
Anomaly Detection
biblio
Anomaly Detection in Unstructured Logs Using Attention-based Bi-LSTM Network
Submitted by grigby1 on Fri, 09/30/2022 - 8:42am
deep learning
feature extraction
Anomaly Detection
pubcrawl
resilience
Conferences
Scalability
Production
Runtime
Linux
Semantics
Natural languages
ICS Anomaly Detection
Resiliency
Log sequence
Unstructured log
biblio
Determination of the Optimal Ratio of Normal to Anomalous Points in the Problem of Detecting Anomalies in the Work of Industrial Control Systems
Submitted by aekwall on Thu, 06/09/2022 - 11:38am
information security
scalable systems
Scalability
Resiliency
pubcrawl
power systems
machine learning
Intrusion Detection
integrated circuits
ICS Anomaly Detection
industrial control systems (ICS)
Industrial Control Systems
industrial control
high-speed networks
feature extraction
deep learning
control systems
autoencoders
biblio
ICS Cyber Attack Detection with Ensemble Machine Learning and DPI using Cyber-kit Datasets
Submitted by grigby1 on Mon, 04/25/2022 - 3:22pm
machine learning algorithms
telecommunication traffic
Scalability
Resiliency
resilience
pubcrawl
Protocols
operational technology
metadata
ICS Anomaly Detection
machine learning
intrusion detection system
integrated circuits
Industries
industrial control system
deep packet inspection
deep learning
Anomaly Detection
biblio
Unsupervised Time-Series Based Anomaly Detection in ICS/SCADA Networks
Submitted by grigby1 on Mon, 12/20/2021 - 1:19pm
Metrics
time-series
telecommunication traffic
Sensor Systems
Secure Water Treatment Testbed Dataset
Resiliency
resilience
real-time systems
pubcrawl
network security
ICS Anomaly Detection
integrated circuits
industrial control
ICS SCADA Network Security
Human behavior
cyber-physical systems
composability
Anomaly Detection
Air gaps
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