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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Video Forensics
biblio
IReF: Improved Residual Feature For Video Frame Deletion Forensics
Submitted by grigby1 on Fri, 09/01/2023 - 3:19pm
Forensics
inter-frame video forensics
Human Factors
Video Forensics
lighting
noise reduction
information forensics
Three-dimensional displays
Image edge detection
pubcrawl
Memory management
Jitter
deep learning
Scalability
Resiliency
resilience
Metrics
Human behavior
biblio
Media Forensics and DeepFakes: An Overview
Submitted by grigby1 on Thu, 04/08/2021 - 5:11pm
fake media
Media
multimedia computing
Deepfakes
Information integrity
data-driven forensic methods
deep learning tools
digital image forensics
elections
Videos
false multimedia content
forensic tools
Media Forensics
real media
realistic fake images
synthetic media
Video Forensics
visual media integrity verification
fraud
learning (artificial intelligence)
Digital Forensics
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
deep learning
security threats
neural nets
Forensics
software packages
public opinion
information forensics
generative adversarial networks
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
Detecting Deepfakes with Metric Learning
Submitted by grigby1 on Fri, 01/15/2021 - 12:04pm
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 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
