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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
video signal processing
biblio
Exploiting Visual Artifacts to Expose Deepfakes and Face Manipulations
Submitted by grigby1 on Fri, 01/15/2021 - 12:13pm
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
estimation
Metrics
face recognition
Geometry
visualization
Face
video signal processing
computer vision
DeepFake
visual artifacts
Deepfakes
artificial faces
classical computer vision issues
computer animation
face editing algorithms
face manipulations
face tracking
Face2Face
facial editing methods
high quality face editing
lighting
manipulation types
video content
Videos
visual features
biblio
Vulnerability assessment and detection of Deepfake videos
Submitted by grigby1 on Fri, 01/15/2021 - 12:12pm
learning (artificial intelligence)
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
neural nets
public domain software
Metrics
face recognition
vulnerability assessment
vulnerability detection
gan
video signal processing
DeepFake
deepfake video detection
face recognition systems
Facenet neural networks
Open Source Software
pre-trained generative adversarial network
VGG
VidTIMIT database
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
biblio
Deepfake: A Survey on Facial Forgery Technique Using Generative Adversarial Network
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
Training
authorisation
machine learning
behavioural sciences computing
Neural networks
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Generators
Scalability
neural nets
deep learning
Metrics
face recognition
social networking (online)
generative adversarial network
generative adversarial networks
Motion pictures
Face
neural network
video signal processing
DeepFake
AI technology
authentic people
celebrities
character defamation
Deepfake technique
election process
face video forgery technique
facial forgery technique
high-profile politician
social media platform
unauthentic spurious video
biblio
Image Feature Detectors for Deepfake Video Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
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
DeepFake Video Analysis using SIFT Features
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
learning (artificial intelligence)
Artificial Intelligence
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
deep learning
neural nets
Metrics
video signal processing
Transforms
computer vision.
DeepFake
DeepFake algorithms
deepfake analysis
DeepFake video analysis
Deepfakes
Forgery
scale-invariant feature transform
SIFT features
still images
video analysis
video clips
visual information
biblio
Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics
Submitted by grigby1 on Fri, 01/15/2021 - 12:03pm
Training
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
internet
detection algorithms
Decoding
resilience
visualization
Image forensics
Image color analysis
Videos
video signal processing
DeepFake
AI-synthesized face-swapping videos
Celeb-DF
DeepFake detection algorithms
DeepFake forensics
DeepFake video dataset
online information trustworthiness
YouTube
biblio
Effective and Fast DeepFake Detection Method Based on Haar Wavelet Transform
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
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 - 12:01pm
AI-synthesized face swapping videos
clustering-based
clustering-based embedding regularization
DeepFake
deepfake datasets
deepfake detection
deepfake detection competitions
deepfake video detection
detection accuracy
embedded systems
face recognition
face swapping
false video
feature extraction
Human behavior
Human Factors
learning (artificial intelligence)
Metrics
object detection
pattern clustering
pubcrawl
Regularization
resilience
Resiliency
Scalability
security of data
social networking (online)
video quality
video signal processing
biblio
Methods of Deepfake Detection Based on Machine Learning
Submitted by grigby1 on Fri, 01/15/2021 - 12:01pm
learning (artificial intelligence)
machine learning
Neural networks
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Conferences
data privacy
Scalability
deep learning
resilience
face recognition
feature extraction
Gallium nitride
Videos
video signal processing
DeepFake
faces
Information integrity
deepfake detection
DeepFake video recognition
face swapping algorithms
face swapping indicators
fraudulence
Privacy Threats
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