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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Neural networks
biblio
An I/O Request Packet (IRP) Driven Effective Ransomware Detection Scheme using Artificial Neural Network
Submitted by aekwall on Thu, 04/08/2021 - 4:36pm
malware
Kernel
invasive software
learning (artificial intelligence)
Resiliency
pubcrawl
Ransomware
Cryptography
neural nets
Neural networks
cyber-attacks
Data collection
microsoft windows
Compositionality
ransomware attacks
ransomware detection
artificial neural network
ransomware families
ransomware samples
Information Reuse and Security
discovering novel ransomware families
driven effective ransomware detection scheme
effective artificial neural network structure
global surge
I/O Monitoring
industry-based security researchers
IRP logs
low-level file system
newly found research paradigm
ransomware behavior
ransomware researchers
ransomware samples every day
retail to critical infrastructure
biblio
Agent Based Cybersecurity Model for Business Entity Risk Assessment
Submitted by grigby1 on Tue, 03/30/2021 - 12:04pm
agent based cybersecurity
agent-based modelling
agent-based system modelling
attack-state
Business
business data processing
business entity risk assessment
complex enterprise systems
computer network security
computer networks
critical infrastructure
cyber-attacks
Cybersecurity
data access
defense mechanism
defense strategies
dynamic state changes
external attacks
Human behavior
Human Factors
human interactions
information exchange
innovative information technology
internal attacks
Mathematical model
multi-agent systems
network agents
network setting
network threats
network traffic features
network transactions
neural nets
neural network
Neural networks
Organizations
Predator prey systems
pubcrawl
risk assessment
risk management
risk-based approach
security
security solutions
self-organizing behavior
telecommunication traffic
third-party users
time-state chart
Workstations
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
Facial Expression Recognition Using Spatial-Temporal Semantic Graph Network
Submitted by grigby1 on Mon, 03/29/2021 - 1:04pm
Action Units
convolution
dynamic patterns
end-to-end feature learning
face recognition
facial expression recognition
facial expression recognition algorithm
Facial Graph Representation
facial recognition
facial topology structure
feature extraction
Geometry
graph theory
Heuristic algorithms
Human behavior
image motion analysis
learning (artificial intelligence)
Metrics
Neural networks
pubcrawl
resilience
Resiliency
Semantics
spatial patterns
Spatial Temporal Graph Convolutional Network
spatial-temporal semantic graph network
temporal patterns
biblio
Facial recognition and 3D non-rigid registration
Submitted by grigby1 on Mon, 03/29/2021 - 1:04pm
3D nonrigid registration
3D point clouds
canonical face representation
convolutional neural network
convolutional neural network (CNN)
convolutional neural networks
face recognition
facial expressions
facial recognition
facial recognition performance
Human behavior
human face recognition
human faces
image registration
iterative closest points (ICP)
Iterative methods
Metrics
nanotechnology
neural nets
Neural networks
non-rigid ICP
nonrigid Iterative Closest Point algorithm
point clouds
pubcrawl
resampling method
resilience
Resiliency
Three-dimensional displays
tools
biblio
Effect of Age and Gender on Facial Emotion Recognition
Submitted by grigby1 on Mon, 03/29/2021 - 1:03pm
facial recognition
age effect
Artificial Neural Networks
classification
emotion recognition
face recognition
faces
facial emotion recognition
feature extraction
gender effect
Human behavior
human computer interaction
Metrics
neural nets
Neural networks
pubcrawl
Reactive power
resilience
Resiliency
Support vector machines
biblio
A General Difficulty Control Algorithm for Proof-of-Work Based Blockchains
Submitted by aekwall on Mon, 03/29/2021 - 12:09pm
Cryptography
Memory management
Data models
Resiliency
blockchain
neural nets
Neural networks
pubcrawl
Signal processing algorithms
signal processing
Compositionality
speech processing
hash algorithms
block difficulty
difficulty adjustment rules
difficulty control algorithm
efficient difficulty control algorithm
general difficulty control algorithm
hash rate
network hash rate
PoW based blockchains
Proof-of-Work based blockchains
two-layer neural network
biblio
Addressing Imbalanced Data Problem with Generative Adversarial Network For Intrusion Detection
Submitted by aekwall on Mon, 03/29/2021 - 11:58am
Information Reuse and Security
Compositionality
Resiliency
adversarial samples
Attack detection
attack labels
balanced attack sample dataset
benign data
classification
Cyber Attacks
Data models
data wrangling
defense mechanisms
Gallium nitride
Generative Adversarial Learning
generative adversarial network
Generative Adversarial Network (GAN)
generative adversarial networks
Generators
imbalanced data problem
Imbalanced dataset
Intrusion Detection
learning (artificial intelligence)
machine learning
MLP Neural Network
Multilayer Perceptron
multilayer perceptrons
network security.
Neural network (NN)
Neural networks
pattern classification
Predictive Metrics
pubcrawl
Scalability
security of data
Training
UGR16 dataset
biblio
Chinese Character Captcha Sequential Selection System Based on Convolutional Neural Network
Submitted by grigby1 on Thu, 03/18/2021 - 2:36pm
10-layer convolutional neural network
affine transformation
CAPTCHA
captchas
character recognition
Chinese character
Chinese character captcha recognition
Chinese character captcha sequential selection system
Chinese character detection
Chinese character recognition sub-process
CNN
Completely Automated Public Turing Test to Tell Computers and Humans Apart
composability
convolutional neural nets
convolutional neural networks
detection
feature extraction
handwritten character recognition
Human behavior
image segmentation
natural language processing
Neural networks
probability
pubcrawl
recognition
rotation transformation
security of data
single Chinese character data
Task Analysis
word order recovery
word order restoration
word processing
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