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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
visual artifacts
visual features
Videos
video content
manipulation types
lighting
high quality face editing
facial editing methods
Face2Face
face tracking
face manipulations
face editing algorithms
computer animation
classical computer vision issues
artificial faces
Deepfakes
pubcrawl
DeepFake
computer vision
video signal processing
Face
visualization
Geometry
face recognition
Metrics
estimation
Scalability
Resiliency
resilience
Human Factors
Human behavior
biblio
Vulnerability assessment and detection of Deepfake videos
Submitted by grigby1 on Fri, 01/15/2021 - 12:12pm
vulnerability assessment
VidTIMIT database
VGG
pre-trained generative adversarial network
Open Source Software
Facenet neural networks
face recognition systems
deepfake video detection
DeepFake
video signal processing
gan
vulnerability detection
learning (artificial intelligence)
face recognition
Metrics
public domain software
neural nets
Scalability
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
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
biblio
Deepfake: A Survey on Facial Forgery Technique Using Generative Adversarial Network
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
celebrities
generative adversarial networks
Motion pictures
Face
neural network
video signal processing
DeepFake
AI technology
authentic people
generative adversarial network
character defamation
Deepfake technique
election process
face video forgery technique
facial forgery technique
high-profile politician
social media platform
unauthentic spurious video
Resiliency
authorisation
machine learning
behavioural sciences computing
Neural networks
pubcrawl
Human behavior
Human Factors
resilience
Training
Generators
Scalability
neural nets
deep learning
Metrics
face recognition
social networking (online)
biblio
Image Feature Detectors for Deepfake Video Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
feature-detector-descriptors
BRISK
comprehensive test
deep fake video detection
DeepFake Video
digital media forensics
false video detection
FAST
FAST algorithms
feature point extraction
DeepFake
feature-point detectors
HOG
image feature detectors
Information integrity
KAZE
ORB
support vector machine regression
SURF
SVM regression
Metrics
feature extraction
Support vector machines
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Classification algorithms
Training
image classification
Detectors
regression analysis
Image forensics
object detection
Videos
video signal processing
SVM classifier
biblio
DeepFake Video Analysis using SIFT Features
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
computer vision.
visual information
video clips
video analysis
still images
SIFT features
scale-invariant feature transform
Forgery
Deepfakes
DeepFake video analysis
deepfake analysis
DeepFake algorithms
DeepFake
learning (artificial intelligence)
Transforms
video signal processing
Metrics
neural nets
deep learning
Scalability
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
Artificial Intelligence
biblio
Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics
Submitted by grigby1 on Fri, 01/15/2021 - 12:03pm
Image forensics
YouTube
online information trustworthiness
DeepFake video dataset
DeepFake forensics
DeepFake detection algorithms
Celeb-DF
AI-synthesized face-swapping videos
DeepFake
video signal processing
Videos
Image color analysis
Training
visualization
resilience
Decoding
detection algorithms
internet
Scalability
Resiliency
Metrics
Human Factors
Human behavior
pubcrawl
biblio
Effective and Fast DeepFake Detection Method Based on Haar Wavelet Transform
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
generated face
Blur inconsistency
blur inconsistency detection scheme
DeepFake detection method
DeepFake generation algorithms
DeepFake videos
distortion
exclusive blur inconsistency
face images
face region
fake face
DeepFake
Generative Adversarial Networks GANs
Haar transforms
Haar wavelet
Haar wavelet transform
high-quality fake videos
realistic manner
source video
surrounding context
Wavelet domain
Gallium nitride
Human behavior
Human Factors
Metrics
Resiliency
Scalability
neural nets
resilience
face recognition
feature extraction
pubcrawl
Image edge detection
gan
object detection
generative adversarial networks
Face
Videos
wavelet transforms
video signal processing
detection rate
biblio
Deepfake Detection with Clustering-based Embedding Regularization
Submitted by grigby1 on Fri, 01/15/2021 - 12:01pm
Human behavior
video signal processing
video quality
social networking (online)
security of data
Scalability
Resiliency
resilience
Regularization
pubcrawl
pattern clustering
object detection
Metrics
learning (artificial intelligence)
Human Factors
AI-synthesized face swapping videos
feature extraction
false video
face swapping
face recognition
embedded systems
detection accuracy
deepfake video detection
deepfake detection competitions
deepfake detection
deepfake datasets
DeepFake
clustering-based embedding regularization
clustering-based
biblio
Methods of Deepfake Detection Based on Machine Learning
Submitted by grigby1 on Fri, 01/15/2021 - 12:01pm
face recognition
Privacy Threats
fraudulence
face swapping indicators
face swapping algorithms
DeepFake video recognition
deepfake detection
Information integrity
faces
DeepFake
video signal processing
Videos
Gallium nitride
feature extraction
learning (artificial intelligence)
resilience
deep learning
Scalability
data privacy
Conferences
Resiliency
Metrics
Human Factors
Human behavior
pubcrawl
Neural networks
machine learning
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