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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
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
learning (artificial intelligence)
Training
feature extraction
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
sensor fusion
deep learning
Kernel
Forensics
convolutional neural network
convolutional neural networks
Image forensics
information forensics
signal classification
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
maxout function
median filtering
median filtering forensics
median filtering manipulation
multiscale convolutional block
multiscale feature fusion strategy
multiscale manipulation features
operational traces
resultant features
Softmax function
biblio
Composition of Visual Feature Vector Pattern for Deep Learning in Image Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm
learning (artificial intelligence)
feature extraction
machine learning
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Filtering
Scalability
deep learning
image classification
visualization
Image forensics
information forensics
Least squares approximations
Forgery
CNN deep learning
CNN hybrid model
CNN net layer
CNN structure
extraction method
feature vector
forgery image
forgery images
image forensics detection scheme
inception module
least-squares solution
median filter residual
median filtering detection
median filters
residual block
suspicious image
visual feature vector pattern
visualized feature vector patterns
window size
biblio
Emotion Recognition Based on Facial Expressions Using Convolutional Neural Network (CNN)
Submitted by grigby1 on Mon, 03/29/2021 - 1:05pm
CNN
convolutional neural nets
convolutional neural network
Data preprocessing
deep learning
deep learning (artificial intelligence)
emotion detection
emotion recognition
emotion recognition datasets
face recognition
faces
facial emotion recognition
facial expression recognition
facial recognition
feature extraction
FER
Human behavior
human faces
iCV MEFED
image recognition
lighting
Metrics
multiemotion facial expression dataset
psychology
pubcrawl
resilience
Resiliency
Training data
biblio
Facial expression recognition based on the ensemble learning of CNNs
Submitted by grigby1 on Mon, 03/29/2021 - 1:02pm
facial recognition
body language
CNN
convolutional neural nets
convolutional neural network ensemble learning
convolutional neural networks
emotion recognition
Ensemble Learning
face recognition
facial expression recognition
facial expression recognition method
feature extraction
FER2013 dataset
high-performance facial recognition
Human behavior
image classification
image recognition
learning (artificial intelligence)
Metrics
psychological state
psychology
pubcrawl
resilience
Resiliency
Support vector machines
SVM classifier
Training
biblio
A Deep Learning-based Malware Hunting Technique to Handle Imbalanced Data
Submitted by aekwall on Mon, 03/29/2021 - 11:59am
Scalability
malware
invasive software
Data models
machine learning algorithms
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
Computational modeling
pattern classification
internet
Training
CNN
convolutional neural nets
convolutional neural network
generative adversarial networks
recurrent neural nets
malware samples
deep learning
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
Generative Adversarial Network(GAN)
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
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
biblio
Locality Guided Neural Networks for Explainable Artificial Intelligence
Submitted by aekwall on Mon, 03/01/2021 - 5:04pm
Scalability
learning (artificial intelligence)
Resiliency
pubcrawl
Neurons
machine learning
CNN
convolutional neural nets
network topology
convolutional neural networks
Topology
visualization
Semantics
xai
deep learning architecture
CIFAR100 dataset
explainable artificial intelligence
AI methods
current deep network architectures
locality guided neural network
self-organising feature maps
Self-organizing feature maps
Self-Organizing Map
training networks
biblio
Using Deep Learning Techniques for Network Intrusion Detection
Submitted by grigby1 on Tue, 02/23/2021 - 2:47pm
learning (artificial intelligence)
feature extraction
machine learning
CNN
convolutional neural nets
Intrusion Detection
pubcrawl
Metrics
resilience
Resiliency
computer network security
network security
recurrent neural nets
composability
deep learning
convolutional neural networks
recurrent neural network
Recurrent neural networks
network intrusion detection
deep learning techniques
neural network
convolutional neural network
cyber-security attacks
intelligent network intrusion detection system
network intrusion attacks
RNN
biblio
On the Generality of Facial Forgery Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:14pm
computer architecture
tools
feature extraction
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Streaming media
Metrics
Task Analysis
face recognition
convolutional neural networks
object detection
Face
video streaming
DeepFake
Deepfakes
Face2Face
Forgery
CNN architectures
detection architectures
FaceSwap
facial forgery detection
GANnotation
ICface
image forgery detection
MesoNet
multiple spoofing techniques
unseen spoofing techniques
unseen techniques
X2Face
XceptionNet
biblio
Deepfake Video Detection through Optical Flow Based CNN
Submitted by grigby1 on Fri, 01/15/2021 - 12:12pm
learning (artificial intelligence)
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Conferences
Scalability
Metrics
image classification
Media
computer vision
video signal processing
optical flow
image sequences
DeepFake
AI-based technologies
CNN classifiers
Deep Fakes
extremely realistic manipulated videos
fake information
fake video sequences
forensic technique
general opinion
Integrated optics
interframe dissimilarities
multimedia contents
optical flow fields
Optical imaging
Optical network units
Optical saturation
original video sequences
public subjects
synthetic videos
Video Forensics
visual media technology
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