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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
GANs
biblio
DP-BEGAN: A Generative Model of Differential Privacy Algorithm
Submitted by grigby1 on Fri, 06/30/2023 - 3:45pm
Computational modeling
privacy data publishing
BEGAN
Publishing
GANs
data analysis
differential privacy
privacy protection
composability
Training
privacy
Data models
Scalability
Resiliency
resilience
Human behavior
pubcrawl
biblio
DeCaptcha: Cracking captcha using Deep Learning Techniques
Submitted by grigby1 on Thu, 06/30/2022 - 1:17pm
deep learning
security
CNN
pubcrawl
Human behavior
Analytical models
Computers
composability
computer networks
GANs
usability
captchas
RNN
bidirectional LSTM
CAPTCHA
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
DeepfakeStack: A Deep Ensemble-based Learning Technique for Deepfake Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:00pm
innovative applications
deepfake detection
Deepfake multimedia
DeepfakeStack
generative adversarial network models
Greedy Layer-wise Pretraining
human perception
hyper-realistic images
improved composite classifier
deep ensemble-based
legitimate applications
manipulated audio
manipulated videos
numerous nefarious ways
Political Campaigns
Realtime Deepfake detector
state-of-art classification models
unlawful ways
resilience
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
pattern classification
Computer crime
learning (artificial intelligence)
deep learning models
gan
GANs
DeepFake
video clips
counterfeit contents
Deep Ensemble Learning
deep ensemble learning technique
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
A highly accurate machine learning approach for developing wireless sensor network middleware
Submitted by aekwall on Mon, 06/01/2020 - 10:47am
middleware security
WSNs
WSN
wireless sensor networks
wireless sensor network middleware
visualization
unsupervised learning technique
Unsupervised Learning
sensors
security problems
security of data
security
Resiliency
resilience
pubcrawl
policy-based governance
composability
middleware
malicious attacks
machine learning
learning (artificial intelligence)
intelligent middleware
Generators
generator
Generative Adversarial Networks algorithm
GANs
gan
Gallium nitride
fake data
detector
Data Transmission
confusion matrix
biblio
Learning Deep Network Representations with Adversarially Regularized Autoencoders
Submitted by grigby1 on Wed, 05/01/2019 - 11:27am
autoencoder
GANs
Generative Adversarial Learning
generative adversarial networks
Metrics
network embedding
pubcrawl
Resiliency
Scalability
biblio
Deep Semantic Hashing with Generative Adversarial Networks
Submitted by grigby1 on Mon, 11/19/2018 - 12:23pm
CNN
GANs
Generative Adversarial Learning
hashing
Metrics
pubcrawl
resilience
Resiliency
Scalability
similarity learning
biblio
Generative Adversarial Networks for Increasing the Veracity of Big Data
Submitted by grigby1 on Wed, 05/09/2018 - 2:47pm
human verification task
Training
Sketches
sketch data
scalable verification
Scalability
Resiliency
resilience
pubcrawl
Pipelines
Neurons
Metrics
learning (artificial intelligence)
automated data generation
human drawn sketches
Generators
Generative Models
generative adversarial networks
GANs
Gallium nitride
deep learning
Data models
crowd-sourcing methodology
Compositionality
big data pipeline
Big Data
