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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
deepfake detection
biblio
Deepfake Detection using a Two-Stream Capsule Network
Submitted by grigby1 on Mon, 04/25/2022 - 3:28pm
Computational modeling
face tampering
Error Level Analysis
Capsule networks
particle swarm optimization
deepfake detection
DeepFake
convolutional neural networks
Metrics
deep learning
computer architecture
Scalability
Analytical models
optimization
Resiliency
resilience
Human Factors
pubcrawl
Neural networks
Training
biblio
DeepFake-o-meter: An Open Platform for DeepFake Detection
Submitted by grigby1 on Mon, 04/25/2022 - 3:27pm
privacy
multimedia forensics
DeepFake
software engineering
deepfake detection
faces
Open Source Software
Media
Metrics
tools
Scalability
Conferences
Resiliency
resilience
Human Factors
pubcrawl
security
biblio
A Measurement Study on Gray Channel-based Deepfake Detection
Submitted by grigby1 on Mon, 04/25/2022 - 3:27pm
deep learning
security
pubcrawl
Human Factors
resilience
Resiliency
Analytical models
Scalability
information and communication technology
Metrics
Videos
deepfake detection
Information integrity
DeepFake
Brightness
gray-channel analysis
biblio
Hybrid Recurrent Deep Learning Model for DeepFake Video Detection
Submitted by grigby1 on Mon, 04/25/2022 - 2:54pm
privacy
video temporal feature
Task Analysis
Stacking
security
Scalability
Resiliency
resilience
pubcrawl
DeepFake
Nonhomogeneous media
Metrics
Hybrid Recurrent model
DeepFake Video
deepfake detection
deep video
deep learning
Computational modeling
biblio
A Study on Effective Use of BPM Information in Deepfake Detection
Submitted by grigby1 on Tue, 04/19/2022 - 9:45am
Metrics
Videos
signal processing security
security
R-PPG
Resiliency
resilience
pubcrawl
privacy
biology
Information integrity
information and communication technology
feature extraction
faces
deepfake detection
DeepFake
composability
biblio
Exposing Deep Fakes Using Inconsistent Head Poses
Submitted by grigby1 on Fri, 01/15/2021 - 11:14am
stereo image processing
synthesized face region splicing
Media Forensics
inconsistent head poses
Head Pose Estimation
deepfake detection
Deep Fakes
classification method
AI-generated fake face images
3D head poses
DeepFake
SVM classifier
pose estimation
Videos
Face
Support vector machines
Three-dimensional displays
Cameras
image classification
feature extraction
face recognition
Metrics
Scalability
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
Neural networks
biblio
Detecting Deepfakes with Metric Learning
Submitted by grigby1 on Fri, 01/15/2021 - 11:04am
Scalability
learning (artificial intelligence)
metric learning approach
Metrics
MixBooth
neural texture dataset
pubcrawl
resilience
Resiliency
image texture
Snapchat
social media platforms
social networking (online)
Triplet Network
triplet network architecture
Video Forensics
work factor metrics
data compression
image classification
Human Factors
Human behavior
feature space distance
feature extraction
fake videos
FaceBlender
FaceApp
face-swapping applications
digital media content
deepfakes classification
Deepfakes
deepfake detection
DeepFake
deep learning approaches
biblio
A Study on Combating Emerging Threat of Deepfake Weaponization
Submitted by grigby1 on Fri, 01/15/2021 - 11:03am
Fake image
deepfake detection
audio-visual systems
audios
autoencoders
believable synthetic content
combating emerging threat
deepfake technology
deepfake weaponization
fake content
Information integrity
Fake Video
Forgery
genuine content
low-tech doctored images
Multimedia systems
signature forgery
spatial steganalysis
temporal steganalysis
Scalability
learning (artificial intelligence)
security of data
machine learning
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
deep learning
Medical services
neural nets
resilience
human computer interaction
generative adversarial networks
Videos
Weapons
DeepFake
biblio
Deepfake Detection with Clustering-based Embedding Regularization
Submitted by grigby1 on Fri, 01/15/2021 - 11:01am
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 - 11:01am
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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