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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
CNN
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
Emotion Recognition Based on Facial Expressions Using Convolutional Neural Network (CNN)
Submitted by grigby1 on Mon, 03/29/2021 - 1:05pm
feature extraction
Training data
Resiliency
resilience
pubcrawl
psychology
multiemotion facial expression dataset
Metrics
lighting
image recognition
iCV MEFED
human faces
Human behavior
FER
CNN
facial recognition
facial expression recognition
facial emotion recognition
faces
face recognition
emotion recognition datasets
emotion recognition
emotion detection
deep learning (artificial intelligence)
deep learning
Data preprocessing
convolutional neural network
convolutional neural nets
biblio
Facial expression recognition based on the ensemble learning of CNNs
Submitted by grigby1 on Mon, 03/29/2021 - 1:02pm
high-performance facial recognition
Training
SVM classifier
Support vector machines
Resiliency
resilience
pubcrawl
psychology
psychological state
Metrics
learning (artificial intelligence)
image recognition
image classification
Human behavior
facial recognition
FER2013 dataset
feature extraction
facial expression recognition method
facial expression recognition
face recognition
Ensemble Learning
emotion recognition
convolutional neural networks
convolutional neural network ensemble learning
convolutional neural nets
CNN
body language
biblio
A Deep Learning-based Malware Hunting Technique to Handle Imbalanced Data
Submitted by aekwall on Mon, 03/29/2021 - 11:59am
Generative Adversarial Network(GAN)
generative adversarial network
LSTM
Predictive Metrics
machine learning approaches
antivirus companies
common threats
convolutional neural network (CNN)
cyber-security dangers
deep learning-based malware hunting technique
deep learning
Imbalanced
imbalanced training data sets
long short term memory
Long Short Term Memory(LSTM)
multiple class classification problems
Opcode
opcode sequences
oversampling minority classes
Generative Adversarial Learning
pattern classification
malware
invasive software
Data models
machine learning algorithms
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
Computational modeling
Scalability
internet
Training
CNN
convolutional neural nets
convolutional neural network
generative adversarial networks
recurrent neural nets
malware samples
biblio
Chinese Character Captcha Sequential Selection System Based on Convolutional Neural Network
Submitted by grigby1 on Thu, 03/18/2021 - 2:36pm
feature extraction
word processing
word order restoration
word order recovery
Task Analysis
single Chinese character data
security of data
rotation transformation
recognition
pubcrawl
probability
Neural networks
natural language processing
image segmentation
Human behavior
handwritten character recognition
10-layer convolutional neural network
detection
convolutional neural networks
convolutional neural nets
composability
Completely Automated Public Turing Test to Tell Computers and Humans Apart
CNN
Chinese character recognition sub-process
Chinese character detection
Chinese character captcha sequential selection system
Chinese character captcha recognition
Chinese character
character recognition
captchas
CAPTCHA
affine transformation
biblio
Locality Guided Neural Networks for Explainable Artificial Intelligence
Submitted by aekwall on Mon, 03/01/2021 - 5:04pm
Semantics
training networks
Self-Organizing Map
Self-organizing feature maps
self-organising feature maps
locality guided neural network
current deep network architectures
AI methods
explainable artificial intelligence
CIFAR100 dataset
deep learning architecture
xai
Scalability
visualization
Topology
convolutional neural networks
network topology
convolutional neural nets
CNN
machine learning
Neurons
pubcrawl
Resiliency
learning (artificial intelligence)
biblio
Using Deep Learning Techniques for Network Intrusion Detection
Submitted by grigby1 on Tue, 02/23/2021 - 2:47pm
composability
RNN
network intrusion attacks
intelligent network intrusion detection system
cyber-security attacks
convolutional neural network
neural network
deep learning techniques
network intrusion detection
Recurrent neural networks
recurrent neural network
convolutional neural networks
deep learning
learning (artificial intelligence)
recurrent neural nets
network security
computer network security
Resiliency
resilience
Metrics
pubcrawl
Intrusion Detection
convolutional neural nets
CNN
machine learning
feature extraction
biblio
On the Generality of Facial Forgery Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:14pm
GANnotation
DeepFake
Deepfakes
Face2Face
Forgery
CNN architectures
detection architectures
FaceSwap
facial forgery detection
video streaming
ICface
image forgery detection
MesoNet
multiple spoofing techniques
unseen spoofing techniques
unseen techniques
X2Face
XceptionNet
Resiliency
tools
feature extraction
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
computer architecture
Scalability
Streaming media
Metrics
Task Analysis
face recognition
convolutional neural networks
object detection
Face
biblio
Deepfake Video Detection through Optical Flow Based CNN
Submitted by grigby1 on Fri, 01/15/2021 - 12:12pm
optical flow fields
Deep Fakes
extremely realistic manipulated videos
fake information
fake video sequences
forensic technique
general opinion
Integrated optics
interframe dissimilarities
multimedia contents
CNN classifiers
Optical imaging
Optical network units
Optical saturation
original video sequences
public subjects
synthetic videos
Video Forensics
visual media technology
Metrics
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Conferences
Scalability
learning (artificial intelligence)
image classification
Media
computer vision
video signal processing
optical flow
image sequences
DeepFake
AI-based technologies
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