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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
face recognition
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
A Comparative Evaluation of Local Feature Descriptors for DeepFakes Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:13pm
local image descriptors
altered faces
automated face identification systems
DeepFake Video
digital face manipulations
Face manipulation
face manipulation detection
face skin color
local feature descriptors
AFIS
manipulated faces
microtextural features
person identification
photographing devices
readily-available face image
synthetic manipulations
video editing software
Histograms
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Databases
Metrics
feature extraction
face recognition
Robustness
image colour analysis
image texture
Image color analysis
Face
DeepFake
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: 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
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
detecting Deepfakes
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
Image reconstruction
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
Support vector machines
Training
Anomaly Detection
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
data privacy
Scalability
privacy issues
learning (artificial intelligence)
Streaming media
Benchmark testing
resilience
Forensics
face recognition
feature extraction
image classification
pattern clustering
object detection
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
A Generalizable Deepfake Detector based on Neural Conditional Distribution Modelling
Submitted by grigby1 on Fri, 01/15/2021 - 12:01pm
generative adversarial networks
video-realistic generation techniques
Video Forensics
Universal Background Model
two-step synthetic face image detection method
synthetic images
synthetic face generation methods
PixelCNN
photo-realistic generation techniques
neural conditional distribution modelling
generalizable Deepfake detector
Face detection
conditional probabilities
anomaly detector
faces
DeepFake
Training
Probability distribution
probability
deep neural networks
face recognition
resilience
Task Analysis
neural nets
Scalability
Resiliency
Metrics
Human Factors
Human behavior
pubcrawl
feature extraction
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
biblio
Eyebrow Recognition for Identifying Deepfake Videos
Submitted by grigby1 on Fri, 01/15/2021 - 11:59am
Eyebrows
anti-deepfake approaches
biometric eyebrow matching
Celeb-DF dataset
deepfake advances
deepfake detection
deepfake imagery
deepfake video identification
eyebrow recognition
DeepFake
faces
highest quality deepfake dataset
image anomalies
manipulated face detection
online content
visible artifacts
visual artifacts
Training
Videos
image matching
visualization
feature extraction
face recognition
resilience
biometrics (access control)
Biological system modeling
Scalability
Resiliency
Metrics
Human Factors
Human behavior
pubcrawl
convolution
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