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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Gallium nitride
biblio
Detecting GAN-Generated Imagery Using Saturation Cues
Submitted by grigby1 on Fri, 01/15/2021 - 12:14pm
social networking (online)
synthetic imagery
saturation cues
online disinformation campaigns
generating network
GAN-generated imagery
camera imagery
DeepFake
generative adversarial networks
Image forensics
GANs
Cameras
social media
Training
Gallium nitride
Forensics
Metrics
Scalability
Generators
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
convolutional neural nets
Support vector machines
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
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
Combined Layer GAN for Image Style Transfer*
Submitted by grigby1 on Fri, 12/11/2020 - 2:55pm
Generators
Scalability
Resiliency
resilience
pubcrawl
neural style transfer
neural nets
Metrics
image style transfer
image mapping
Image edge detection
image colour analysis
Image color analysis
color constrains
generative adversarial networks
GAN based image translation
Gallium nitride
edge-constraint
edge detection
edge
deep network
constraint
Conferences
computer vision
combined layer GAN
color tune
biblio
Separating Style and Content for Generalized Style Transfer
Submitted by aekwall on Mon, 12/07/2020 - 12:11pm
Gallium nitride
Training
style reference images
style encoder
Silicon
neural nets
multitask learning scenario
Mixers
learning (artificial intelligence)
learned model
image representation
Image coding
Generators
generalized style transfer network
neural style transfer
feature extraction
Decoding
decoder
convolution
content reference images
content encoder
Chinese Typeface transfer problem
bilinear model
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems
Submitted by grigby1 on Tue, 12/01/2020 - 1:48pm
intrusion detection system
Robustness
Resiliency
resilience
pubcrawl
Probes
Perturbation methods
network security suite
network intrusion detection systems
ML-based IDS
ML models
malware
malicious network traffic
malicious intrusions
adversarial attacks thwarting
IDS
generative adversarial networks
gan
Gallium nitride
feature extraction
computer network security
composability
anomalous traffic
adversary
adversarial perturbations
adversarial ML attack
Adversarial Machine Learning
biblio
Poisoning Attack in Federated Learning using Generative Adversarial Nets
Submitted by grigby1 on Wed, 11/04/2020 - 2:14pm
learning (artificial intelligence)
Training data
Training
Task Analysis
Servers
security
Scalability
Resiliency
resilience
pubcrawl
private training data
privacy
poisoning attack
AI Poisoning
Human behavior
Generative Adversarial Nets
gan
Gallium nitride
federated learning system
federated learning architecture
federated learning
deep learning model
Data models
convolutional neural nets
Computational modeling
biblio
DP-CGAN: Differentially Private Synthetic Data and Label Generation
Submitted by grigby1 on Fri, 08/07/2020 - 3:48pm
generative adversarial networks
training dataset
spent privacy budget
single-digit epsilon parameter
research communities
Renyi differential privacy accountant
original sensitive datasets
label generation
GAN models
DP-CGAN
differentially private synthetic data
differentially private conditional GAN training framework
AI
MNIST dataset
learning (artificial intelligence)
Scalability
Gallium nitride
privacy
Data models
data privacy
Generators
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
Training
biblio
Semi-Supervised Change Detection Based on Graphs with Generative Adversarial Networks
Submitted by grigby1 on Fri, 06/12/2020 - 12:21pm
learning (artificial intelligence)
unlabeled nodes
Training
Task Analysis
semisupervised remote sensing change detection method
Semisupervised learning
semisupervised change detection
semi-supervised learning
Scalability
Resiliency
resilience
remote sensing
pubcrawl
multitemporal remote sensing change detection problem
Metrics
binary change map
labeled nodes
image classification
high resolution remote
graph model
geophysical signal processing
geophysical image processing
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
GANs
Gallium nitride
Change detection
biblio
Colorless Video Rendering System via Generative Adversarial Networks
Submitted by grigby1 on Fri, 06/12/2020 - 12:21pm
patience
image re-coloring
image style
learning (artificial intelligence)
machine learning
manual stage
Metrics
Motion pictures
neural nets
Neural networks
old documentary movies
image colour analysis
post-processing software
pubcrawl
rendering (computer graphics)
resilience
Resiliency
Scalability
self-attention GAN
traditional hand-painting techniques
Training
white film era
digital photography
ART
automatic rendering
black- film era
coloring movie frames
coloring old movies
colorless video rendering system
computer images
convolutional neural networks
current digital age
deep learning
aesthetics
Gallium nitride
Generative Adversarial Learning
generative adversarial networks
generative adversarial networks models
generative adversarial networks principle
Generators
human culture
Image color analysis
image coloring
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