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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
convolution
biblio
A Deep Learning Approach in the Discrete Cosine Transform Domain to Median Filtering Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 5:14pm
maxout function
frequency-domain analysis
discrete cosine transforms
median filters
adaptive filtering layer
AFL
batch normalization operations
classification layer
convolutional stream
discrete cosine transform domain
main frequency range
signal classification
median filtering
median filtering forensics
median filtering manipulation
multiscale convolutional block
multiscale feature fusion strategy
multiscale manipulation features
operational traces
resultant features
Softmax function
Resiliency
Training
feature extraction
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
learning (artificial intelligence)
Scalability
sensor fusion
deep learning
Kernel
Forensics
convolutional neural network
convolutional neural networks
Image forensics
information forensics
biblio
Composition of Visual Feature Vector Pattern for Deep Learning in Image Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm
pubcrawl
information forensics
learning (artificial intelligence)
Least squares approximations
least-squares solution
machine learning
median filter residual
median filtering detection
median filters
Metrics
inception module
residual block
resilience
Resiliency
Scalability
suspicious image
visual feature vector pattern
visualization
visualized feature vector patterns
window size
feature vector
CNN deep learning
CNN hybrid model
CNN net layer
CNN structure
convolution
convolutional neural nets
deep learning
extraction method
feature extraction
CNN
Filtering
Forgery
forgery image
forgery images
Human behavior
image classification
Image forensics
image forensics detection scheme
biblio
Facial Expression Recognition Using Spatial-Temporal Semantic Graph Network
Submitted by grigby1 on Mon, 03/29/2021 - 1:04pm
Heuristic algorithms
temporal patterns
spatial-temporal semantic graph network
Spatial Temporal Graph Convolutional Network
spatial patterns
Semantics
Resiliency
resilience
pubcrawl
Neural networks
Metrics
learning (artificial intelligence)
image motion analysis
Human behavior
Action Units
graph theory
Geometry
feature extraction
facial topology structure
facial recognition
Facial Graph Representation
facial expression recognition algorithm
facial expression recognition
face recognition
end-to-end feature learning
dynamic patterns
convolution
biblio
Facial Emotion Recognition Using Deep Convolutional Neural Network
Submitted by grigby1 on Mon, 03/29/2021 - 1:03pm
facial emotion recognition
Resiliency
resilience
recommender systems
recommendation systems
pubcrawl
Pattern recognition
Metrics
machine learning
learning (artificial intelligence)
image classification
human facial emotions
Human behavior
feedback analysis
facial recognition
face recognition
emotion recognition
deep learning algorithms
deep convolutional neural network
convolutional neural networks
convolutional neural nets
convolution
Computational modeling
classification systems
classification
Brain modeling
Artificial Intelligence
Adam
biblio
Multi-direction Edge Detection Operator
Submitted by grigby1 on Mon, 02/08/2021 - 2:02pm
noise rejection ability
wavelet transforms
Transforms
the shear transformation
standards
single-pixel edge images
shear transformation
Sensitivity
security
Scalability
Resiliency
resilience
pubcrawl
noisy images
composability
Noise measurement
multidirection edge detection operator
multi-direction edge detection operator
Metrics
mathematical operators
matched edges
Image edge detection
image denoising
false edges
edge extraction
edge detection
convolution
Computed tomography
biblio
DeepMal: A CNN-LSTM Model for Malware Detection Based on Dynamic Semantic Behaviours
Submitted by aekwall on Mon, 02/08/2021 - 1:41pm
cyber-criminals
recurrent neural nets
Human Factors
LSTM
Compositionality
high-level abstractions
CNN-LSTM model
Cyber Dependencies
component-CNN
convolution
deep learning framework
DeepMal
dynamic semantic behaviours
evil intentions
locally spatial correlations
malicious programs
malware classification task
sequential longterm dependency
Metrics
malware
malware detection
invasive software
Data models
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
Scalability
Neurons
pattern classification
Training
machine learning
convolutional neural nets
natural language processing
NLP techniques
biblio
GST-GCN: A Geographic-Semantic-Temporal Graph Convolutional Network for Context-aware Traffic Flow Prediction on Graph Sequences
Submitted by aekwall on Mon, 02/08/2021 - 1:41pm
Metrics
Traffic flow prediction
Three-dimensional displays
Spatio-temporal convolution
Semantics
Scalability
Resiliency
pubcrawl
Predictive models
Compositionality
Meteorology
Measurement
Human Factors
graph convolutional network
deep learning
Cyber Dependencies
convolution
biblio
Eyebrow Recognition for Identifying Deepfake Videos
Submitted by grigby1 on Fri, 01/15/2021 - 11:59am
Eyebrows
anti-deepfake approaches
biometric eyebrow matching
Celeb-DF dataset
deepfake advances
deepfake detection
deepfake imagery
deepfake video identification
eyebrow recognition
DeepFake
faces
highest quality deepfake dataset
image anomalies
manipulated face detection
online content
visible artifacts
visual artifacts
Training
Videos
image matching
visualization
feature extraction
face recognition
resilience
biometrics (access control)
Biological system modeling
Scalability
Resiliency
Metrics
Human Factors
Human behavior
pubcrawl
convolution
biblio
Real-Time Arbitrary Style Transfer with Convolution Neural Network
Submitted by grigby1 on Fri, 12/11/2020 - 2:52pm
Metrics
Training
style transferred image
style transfer
Scalability
Resiliency
resilience
real-time systems
real-time arbitrary style transfer convolution neural network
pubcrawl
neural style transfer
Neural networks
ASTCNN
feature extraction
deep learning
Decoding
convolutional neural nets
convolution neural network
convolution
content features
content feature extraction
computer vision
computer architecture
biblio
Robust Sound Classification for Surveillance using Time Frequency Audio Features
Submitted by grigby1 on Fri, 12/11/2020 - 2:43pm
sound data
robust sound classification
Scalability
security
security alerts
security of data
self-generated dataset
signal based features
signal characteristics
signal classification
sound
Resiliency
Spectrogram
surveillance
Time Frequency Analysis
time frequency audio features
time series
time-based features
Time-frequency Analysis
unusual activity
Videos
learning (artificial intelligence)
ambiguous behaviour
audio events
audio signal processing
auditory classification
convolution
convolution neural network
convolutional neural nets
ESC-50 datasets
feature extraction
Acoustic signal processing
Mel frequency cepstral coefficient
Mel Spectrogram
Metrics
MFCC
Neural networks
outlier
perception
pubcrawl
resilience
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