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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Anomaly Detection
biblio
Inference of Suspicious Co-Visitation and Co-Rating Behaviors and Abnormality Forensics for Recommender Systems
Submitted by grigby1 on Thu, 04/08/2021 - 5:10pm
security of data
collaboration
Anomaly Detection
Data mining
time series
pubcrawl
Human behavior
Metrics
resilience
Resiliency
malicious users
Scalability
Attack detection
Measurement
Forensics
Couplings
graph theory
Time series analysis
recommender systems
information forensics
association rules
ubiquitous computing
recommender system
electronic commerce
malicious attack
abnormality forensics
co-rating behaviors
co-rating graphs
e-commerce services
forensics metrics including distribution
fundamental vulnerabilities
historical ratings
inference
malicious attack behaviors
personalized collaborative recommender systems
pervasiveness
rating intention
real-world data
spotting anomalies
structure-based property
suspicious co-visitation behavior
suspicious nodes
suspicious ratings
unified detection framework
biblio
Insider Threat Detection using an Artificial Immune system Algorithm
Submitted by grigby1 on Thu, 04/08/2021 - 4:56pm
learning (artificial intelligence)
security of data
insider threat
Insider Threat Detection
Anomaly Detection
pubcrawl
Human behavior
policy-based governance
resilience
Resiliency
pattern classification
Metrics
malicious insiders
legitimate users
malicious insider
anomaly detection system
Ensemble
artificial immune system algorithm
artificial immune systems
CERT
computer emergency response team synthetic insider threat dataset
insider threat activities
negative selection algorithm
negative selection algorithms
NSA
biblio
RNN-VED for Reducing False Positive Alerts in Host-based Anomaly Detection Systems
Submitted by aekwall on Thu, 04/08/2021 - 4:35pm
security of data
Classification algorithms
learning (artificial intelligence)
Resiliency
pubcrawl
Decoding
data structures
Anomaly Detection
recurrent neural nets
Recurrent neural networks
Semantics
Compositionality
Hidden Markov models
host-based intrusion detection systems
natural language processing
one-class classification
anomaly prediction
HIDS
system-call traces
Information Reuse and Security
ADFA-LD dataset
ADFALD.
false positive alerts
host-based anomaly detection systems
model input-data representation
normal behavior learning
RNN-VED
sequence to sequence
variational encoder-decoder architecture
biblio
The Anomaly Detection Mechanism Using Extreme Learning Machine for Service Function Chaining
Submitted by grigby1 on Tue, 03/30/2021 - 11:54am
5G mobile communication
5g network
Anomaly Detection
Cloud Computing
cloud-native
Containers
extreme learning machine
Extreme learning machines
ICS Anomaly Detection
network function virtualization
Neurons
pubcrawl
resilience
Resiliency
Scalability
service function chaining
service integrity
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
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
Simplified Method for Fast and Efficient Incident Detection in Industrial Networks
Submitted by grigby1 on Tue, 03/30/2021 - 11:51am
Anomaly Detection
computer network security
digital signatures
distributed network protocol 3
DNP3 protocol
DoS Attack Detection
efficient incident detection
fast incident detection
ICs
ICS Anomaly Detection
identified anomaly recognition
identified signature recognition
IDS
IDS system Zeek
industrial Modbus protocol
industrial network
intrusion detection system
machine learning
Modbus protocol
network traffic
Protocols
pubcrawl
resilience
Resiliency
Scalability
security
security incident detection
simplified method
standards
telecommunication traffic
testing
biblio
Anomaly Detection with Autoencoder and Random Forest
Submitted by grigby1 on Tue, 03/30/2021 - 11:51am
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 - 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
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