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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
feature extraction
biblio
Classification of Websites Based on the Content and Features of Sites in Onion Space
Submitted by
grigby1
on Fri, 01/15/2021 - 11:23am
learning (artificial intelligence)
Training
machine learning
Neural networks
pubcrawl
Human behavior
internet
pattern classification
neural nets
feature extraction
Web sites
documentation
Electronic mail
Uniform resource locators
Python
neural network training
feedback
dark web
Human Factors
analysis of onion sites
categories of onion sites
Dark Net
features of onion sites
onion site classification
onion space
onion-sites
parsing sites
site content
site features
text analysis methods
Tor
website classification
biblio
On the Generality of Facial Forgery Detection
Submitted by
grigby1
on Fri, 01/15/2021 - 11:14am
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
Exposing Deep Fakes Using Inconsistent Head Poses
Submitted by
grigby1
on Fri, 01/15/2021 - 11:14am
Support vector machines
Neural networks
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Metrics
face recognition
feature extraction
image classification
Cameras
Three-dimensional displays
stereo image processing
Face
Videos
pose estimation
SVM classifier
DeepFake
3D head poses
AI-generated fake face images
classification method
Deep Fakes
deepfake detection
Head Pose Estimation
inconsistent head poses
Media Forensics
synthesized face region splicing
biblio
A Comparative Evaluation of Local Feature Descriptors for DeepFakes Detection
Submitted by
grigby1
on Fri, 01/15/2021 - 11:13am
feature extraction
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Databases
Metrics
Histograms
face recognition
Robustness
image colour analysis
image texture
Image color analysis
Face
DeepFake
AFIS
altered faces
automated face identification systems
DeepFake Video
digital face manipulations
Face manipulation
face manipulation detection
face skin color
local feature descriptors
local image descriptors
manipulated faces
microtextural features
person identification
photographing devices
readily-available face image
synthetic manipulations
video editing software
biblio
Image Feature Detectors for Deepfake Video Detection
Submitted by
grigby1
on Fri, 01/15/2021 - 11:11am
Training
feature extraction
Support vector machines
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Classification algorithms
Metrics
image classification
Detectors
regression analysis
Image forensics
object detection
Videos
video signal processing
SVM classifier
DeepFake
BRISK
comprehensive test
deep fake video detection
DeepFake Video
digital media forensics
false video detection
FAST
FAST algorithms
feature point extraction
feature-detector-descriptors
feature-point detectors
HOG
image feature detectors
Information integrity
KAZE
ORB
support vector machine regression
SURF
SVM regression
biblio
Detecting Deepfakes with Metric Learning
Submitted by
grigby1
on Fri, 01/15/2021 - 11:04am
learning (artificial intelligence)
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
resilience
feature extraction
image classification
deep learning approaches
social networking (online)
image texture
data compression
social media platforms
DeepFake
deepfake detection
Video Forensics
Deepfakes
deepfakes classification
digital media content
face-swapping applications
FaceApp
FaceBlender
fake videos
feature space distance
metric learning approach
MixBooth
neural texture dataset
Snapchat
Triplet Network
triplet network architecture
biblio
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
Submitted by
grigby1
on Fri, 01/15/2021 - 11:02am
learning (artificial intelligence)
Training
Anomaly Detection
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
data privacy
Scalability
privacy issues
Support vector machines
Streaming media
Benchmark testing
resilience
Forensics
face recognition
feature extraction
image classification
pattern clustering
object detection
Image reconstruction
Face
DeepFake
binary-classification based detection
binary-classification based methods
class-based approach
computer-generated image
data scarcity limitations
deepfakes data
deepfakes detection
deepfakes generation methods
detecting Deepfakes
detection performance
detects nonreal images
fake face images
image forgery method
OC-FakeDect
one-class anomaly detection problem
one-class variational autoencoder
person
sufficient fake images data
biblio
Adversarial Perturbations Fool Deepfake Detectors
Submitted by
grigby1
on Fri, 01/15/2021 - 11:02am
Training
Unsupervised Learning
convolutional neural nets
Neural networks
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
Perturbation methods
Electronics packaging
resilience
gradient methods
adversarial perturbations
feature extraction
Detectors
generative adversarial networks
image enhancement
DeepFake
faces
Deep Image Prior
deepfake detectors
deepfake image enhancement
Deepfakes
fast gradient sign method
generative convolutional neural networks
image restoration
Lipschitz regularization
biblio
Effective and Fast DeepFake Detection Method Based on Haar Wavelet Transform
Submitted by
grigby1
on Fri, 01/15/2021 - 11:02am
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
neural nets
resilience
face recognition
feature extraction
Gallium nitride
Image edge detection
gan
object detection
generative adversarial networks
Face
Videos
wavelet transforms
video signal processing
detection rate
DeepFake
Blur inconsistency
blur inconsistency detection scheme
DeepFake detection method
DeepFake generation algorithms
DeepFake videos
distortion
exclusive blur inconsistency
face images
face region
fake face
generated face
Generative Adversarial Networks GANs
Haar transforms
Haar wavelet
Haar wavelet transform
high-quality fake videos
realistic manner
source video
surrounding context
Wavelet domain
biblio
Deepfake Detection with Clustering-based Embedding Regularization
Submitted by
grigby1
on Fri, 01/15/2021 - 11:01am
learning (artificial intelligence)
security of data
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
embedded systems
Scalability
resilience
face recognition
feature extraction
social networking (online)
pattern clustering
detection accuracy
object detection
video signal processing
Regularization
DeepFake
deepfake detection
AI-synthesized face swapping videos
clustering-based
clustering-based embedding regularization
deepfake datasets
deepfake detection competitions
deepfake video detection
face swapping
false video
video quality
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