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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
ICS Anomaly Detection
biblio
Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement
Submitted by grigby1 on Fri, 08/18/2023 - 3:14pm
Time series analysis
univariate time series
rs-485
multilayer perceptrons
Resiliency
ICS Anomaly Detection
Time measurement
autoencoder
Physical layer
Anomaly Detection
industrial control system
integrated circuits
industrial control
Protocols
Scalability
security
resilience
pubcrawl
biblio
A Deep Learning Approach for Anomaly Detection in Industrial Control Systems
Submitted by grigby1 on Fri, 08/18/2023 - 3:13pm
deep learning
security
Support vector machines
Anomaly Detection
pubcrawl
resilience
Safety
Scalability
industrial control
integrated circuits
Industrial Control Systems
intrusion detection system
convolutional neural networks
ICS Anomaly Detection
Resiliency
signature detection
biblio
Method for Determining the Optimal Number of Clusters for ICS Information Processes Analysis During Cyberattacks Based on Hierarchical Clustering
Submitted by grigby1 on Fri, 08/18/2023 - 3:13pm
cyberattack
cyberattack classification
hierarchical clustering
Production management
Resiliency
ICS Anomaly Detection
Labeling
Measurement
Computer crime
Training
integrated circuits
industrial control system
industrial control
Scalability
resilience
pubcrawl
Anomaly Detection
biblio
Deep Learning-based Multi-PLC Anomaly Detection in Industrial Control Systems
Submitted by grigby1 on Fri, 08/18/2023 - 3:13pm
Anomaly Detection
Intrusion Detection
pubcrawl
resilience
Safety
Scalability
ICs
process control
deep learning
Semantics
emulation
ICS Anomaly Detection
Resiliency
Production facilities
Behavioral sciences
biblio
Anomaly-based Intrusion Detection using GAN for Industrial Control Systems
Submitted by grigby1 on Fri, 08/18/2023 - 3:12pm
Market research
Adversarial training
Anomaly
Resiliency
ICS Anomaly Detection
classification
intrusion detection system
generative adversarial network
generative adversarial networks
Training
real-time systems
integrated circuits
industrial control
Scalability
resilience
pubcrawl
Intrusion Detection
biblio
Automated Anomaly Detection Tool for Industrial Control System
Submitted by grigby1 on Fri, 08/18/2023 - 3:12pm
automata
Water heating
secure water treatment testbed
gasoil heating loop
finite state automata
Resiliency
ICS Anomaly Detection
Industrial Control Systems
power grids
Anomaly Detection
real-time systems
integrated circuits
industrial control
internet
Scalability
resilience
pubcrawl
biblio
An OpenPLC-based Active Real-time Anomaly Detection Framework for Industrial Control Systems
Submitted by grigby1 on Fri, 08/18/2023 - 3:12pm
Adaptation models
security
Anomaly Detection
pubcrawl
resilience
Software
Scalability
industrial control
ICS security
real-time systems
Task Analysis
Detectors
ICS Anomaly Detection
Resiliency
OpenPLC
biblio
Semi-supervised Trojan Nets Classification Using Anomaly Detection Based on SCOAP Features
Submitted by grigby1 on Fri, 08/18/2023 - 3:11pm
integrated circuits
Testability
gate-level
Resiliency
ICS Anomaly Detection
supervised learning
hardware trojan
Hardware Security
Trojan horses
Logic gates
Scalability
Hardware
resilience
pubcrawl
Anomaly Detection
machine learning
feature extraction
Training
biblio
An error neighborhood-based detection mechanism to improve the performance of anomaly detection in industrial control systems
Submitted by grigby1 on Fri, 08/18/2023 - 3:11pm
Predictive models
Unsupervised Learning
Anomaly Detection
pubcrawl
resilience
performance evaluation
Scalability
industrial control
integrated circuits
industrial control system
real-time systems
ICS Anomaly Detection
Resiliency
Sensor phenomena and characterization
detection mechanism
Mechanical sensors
biblio
Anomaly Detection based on Robust Spatial-temporal Modeling for Industrial Control Systems
Submitted by grigby1 on Fri, 08/18/2023 - 3:11pm
Analytical models
Resiliency
ICS Anomaly Detection
Intrusion Detection Systems
cyber physical systems
Industrial Control Systems
Robustness
Data models
Scalability
Predictive models
Correlation
resilience
pubcrawl
Intrusion Detection
Anomaly Detection
security
machine learning
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