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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
DeepFake
biblio
Adversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples
Submitted by grigby1 on Mon, 04/25/2022 - 4:29pm
Neural networks
pubcrawl
Human Factors
resilience
Resiliency
Scalability
Industries
Perturbation methods
Metrics
Detectors
Media
Pipelines
DeepFake
Video compression
biblio
A Threat of Deepfakes as a Weapon on Digital Platform and their Detection Methods
Submitted by grigby1 on Mon, 04/25/2022 - 4:28pm
Weapons
Recurrent Neural Networks(RNNs)
Generative Adversarial Networks(GANs)
Deepfake Detection Challenge(DFDC)
Deep Neural Networks(DNNs)
Convolutional Neural Networks(CNNs)
Forgery
DeepFake
voting
Media
machine learning algorithms
Metrics
History
Scalability
Resiliency
resilience
Human Factors
pubcrawl
Neural networks
biblio
Deepfakes Creation and Detection Using Deep Learning
Submitted by grigby1 on Mon, 04/25/2022 - 4:28pm
natural language processing
ubiquitous computing
TensorFlow
security
Scalability
Resiliency
resilience
pubcrawl
privacy
Artificial Intelligence
Metrics
machine learning
Human Factors
Detectors
DeepFake
deep learning
computer vision
biblio
Deepfake Detection using a Two-Stream Capsule Network
Submitted by grigby1 on Mon, 04/25/2022 - 4:28pm
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
Awareness to Deepfake: A resistance mechanism to Deepfake
Submitted by grigby1 on Mon, 04/25/2022 - 4:28pm
pubcrawl
Human Factors
resilience
Resiliency
Scalability
Artificial Intelligence
Metrics
Resistance
Videos
Information integrity
DeepFake
cyber crime
Deepfake awareness
Deepfake study
biblio
DeepFake-o-meter: An Open Platform for DeepFake Detection
Submitted by grigby1 on Mon, 04/25/2022 - 4:27pm
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 - 4:27pm
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 - 3:54pm
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 - 10:45am
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
Deepfake Portraits in Augmented Reality for Museum Exhibits
Submitted by grigby1 on Tue, 01/25/2022 - 3:23pm
Agriculture
Virtual Human
Tablet computers
Museum
Engineering profession
animation
DeepFake
education
augmented reality
privacy
Buildings
Industries
Scalability
Resiliency
resilience
Human behavior
pubcrawl
collaboration
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