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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
generative adversarial networks
biblio
Defending IT Systems against Intelligent Malware
Submitted by
grigby1
on Mon, 06/10/2019 - 1:02pm
adversarial examples
Antivirus Software vendors
ART
Classification algorithms
dynamic analysis
Gallium nitride
generative adversarial network
generative adversarial networks
Human behavior
intelligent malware
invasive software
IT systems
learning (artificial intelligence)
machine learning
machine learning algorithms
malware
Malware Analysis
malware binaries
malware classification
malware detection
malware families
malware images
malware variants
Metrics
neural nets
privacy
pubcrawl
resilience
Resiliency
Signatures
static analysis
Training
unsupervised deep neural networks
biblio
Learning Deep Network Representations with Adversarially Regularized Autoencoders
Submitted by
grigby1
on Wed, 05/01/2019 - 10:27am
autoencoder
GANs
Generative Adversarial Learning
generative adversarial networks
Metrics
network embedding
pubcrawl
Resiliency
Scalability
biblio
ThoughtViz: Visualizing Human Thoughts Using Generative Adversarial Network
Submitted by
grigby1
on Wed, 05/01/2019 - 10:27am
eeg
Generative Adversarial Learning
generative adversarial networks
image generation
Metrics
pubcrawl
Resiliency
Scalability
biblio
Multi-View Image Generation from a Single-View
Submitted by
grigby1
on Wed, 05/01/2019 - 10:27am
deep learning
Generative Adversarial Learning
generative adversarial networks
image generation
Metrics
pubcrawl
Resiliency
Scalability
biblio
Yet Another Text Captcha Solver: A Generative Adversarial Network Based Approach
Submitted by
aekwall
on Mon, 04/01/2019 - 9:08am
Human behavior
pubcrawl
composability
deep learning
captchas
CAPTCHA
generative adversarial networks
text-based captchas
transfer learning
biblio
A Text-Based CAPTCHA Cracking System with Generative Adversarial Networks
Submitted by
aekwall
on Mon, 04/01/2019 - 9:07am
security of data
Human behavior
pubcrawl
composability
Training
text analysis
CNN
convolutional neural nets
computer security
convolutional neural networks
captchas
CAPTCHA
cDCGAN
Completely Automated Public Turing Test to Tell Computers and Humans Apart
conditional deep convolutional generative adversarial networks
Fans
generative adversarial networks
multimedia computing
multimedia security mechanism
Multimedia systems
Pearson correlation coefficients
small sample problem
text-based CAPTCHA
text-based CAPTCHA cracking system
biblio
A Novel Image Steganography Method via Deep Convolutional Generative Adversarial Networks
Submitted by
grigby1
on Fri, 02/22/2019 - 3:08pm
privacy
pubcrawl
Metrics
composability
Training
feedforward neural nets
learning (artificial intelligence)
Brain modeling
distortion
data encapsulation
Steganography
Resists
carrier image
coverless
deep convolutional generative adversarial networks
digital images
Gallium nitride
generative adversarial networks
Image coding
image generation
image steganography method
image SWE method
long-term confrontation
machine-learning-based steganalysis algorithms
noise vector
secret information
state-of-the-art image steganalysis algorithms
traditional embedding-based steganography
trained generator neural network model
Transform coding
without embedding
steganography detection
biblio
ZipNet-GAN: Inferring Fine-Grained Mobile Traffic Patterns via a Generative Adversarial Neural Network
Submitted by
grigby1
on Mon, 11/19/2018 - 11:23am
deep learning
Generative Adversarial Learning
generative adversarial networks
Metrics
mobile traffic
pubcrawl
resilience
Resiliency
Scalability
Super-resolution
biblio
Deep Cross-Modal Audio-Visual Generation
Submitted by
grigby1
on Mon, 11/19/2018 - 11:22am
audio-visual
cross-modal generation
Generative Adversarial Learning
generative adversarial networks
Metrics
pubcrawl
resilience
Resiliency
Scalability
biblio
Generative Adversarial Networks for Increasing the Veracity of Big Data
Submitted by
grigby1
on Wed, 05/09/2018 - 1:47pm
automated data generation
Big Data
big data pipeline
Compositionality
crowd-sourcing methodology
Data models
deep learning
Gallium nitride
GANs
generative adversarial networks
Generative Models
Generators
human drawn sketches
human verification task
learning (artificial intelligence)
Metrics
Neurons
Pipelines
pubcrawl
resilience
Resiliency
Scalability
scalable verification
sketch data
Sketches
Training
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