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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
gan
biblio
Style Transfer Analysis Based on Generative Adversarial Networks
Submitted by grigby1 on Wed, 03/09/2022 - 12:58pm
Metrics
style transfer
neural style transfer
object detection
neural network
generative adversarial networks
gan
social networking (online)
visualization
Neural networks
deep learning
Production
process control
Scalability
Resiliency
resilience
pubcrawl
biblio
Analysis of Neural Style Transfer Based on Generative Adversarial Network
Submitted by grigby1 on Wed, 03/09/2022 - 12:57pm
deep learning
pubcrawl
resilience
Resiliency
Conferences
Scalability
computer science
Metrics
neural network
gan
generative adversarial networks
Oils
Transforms
ART
neural style transfer
biblio
Multi-Style Transfer Generative Adversarial Network for Text Images
Submitted by grigby1 on Wed, 03/09/2022 - 12:56pm
deep learning
pubcrawl
resilience
Resiliency
Conferences
Scalability
Metrics
Task Analysis
gan
generative adversarial networks
information processing
style transfer
font translation
multi-style
text images
neural style transfer
biblio
OA-GAN: Overfitting Avoidance Method of GAN Oversampling Based on xAI
Submitted by grigby1 on Wed, 12/22/2021 - 12:53pm
deep learning
Discriminator
gan
generative adversarial networks
generator
Generators
Overfitting
pubcrawl
resilience
Resiliency
Scalability
simulation
Training
xai
biblio
Detecting Adversarial Examples for Network Intrusion Detection System with GAN
Submitted by aekwall on Mon, 03/29/2021 - 11:58am
machine learning
Training
security
Scalability
Resiliency
pubcrawl
Predictive Metrics
neural nets
network intrusion system
network intrusion detection
network and data security
machine learning algorithms
adversarial examples detection
learning (artificial intelligence)
intelligent network intrusion detection system
Generators
generative adversarial networks
Generative Adversarial Learning
gan
defense technology
data distribution
computer network security
bidirectional generative adversarial network
adversarial sample
biblio
Polymorphic Adversarial DDoS attack on IDS using GAN
Submitted by aekwall on Mon, 03/29/2021 - 11:57am
adversarial data
Intrusion Detection
Generators
generative adversarial networks
Predictive Metrics
Malicious Traffic
Intrusion Detection Systems
gan
adversarial attacks
natural language processing
adversarial DDoS attacks
Attack Profile
defensive systems
generative adversarial networks (GAN)
polymorphic Adversarial DDoS attack
unknown types
Generative Adversarial Learning
security of data
Training
incremental learning
machine learning
pubcrawl
Resiliency
learning (artificial intelligence)
feature extraction
DDoS Attacks
machine learning algorithms
Data models
malware
telecommunication security
Scalability
IDS
computer network security
biblio
Network Intrusion Detection Method Based on GAN Model
Submitted by grigby1 on Tue, 02/23/2021 - 2:45pm
performance indicators
Metrics
multi-classification model
network intrusion detection
network intrusion detection method
neural nets
original classification model
parameter setting
pattern classification
loss function
pubcrawl
resilience
security of data
supervised learning
supervised learning multiclassification model
Training
training method
Transforms
Gallium nitride
Resiliency
Predictive Metrics
Scalability
adversarial idea
binary classification model
composability
Computational modeling
detection accuracy
Generative Adversarial Learning
gan
GAN model
generated adversarial network
generative adversarial networks
label sample set
label samples
learning (artificial intelligence)
biblio
Multitask Adversarial Learning for Chinese Font Style Transfer
Submitted by aekwall on Mon, 02/01/2021 - 11:44am
fine-grained parts
style transfer
character images
character recognition
character sets
Chinese character complexity
Chinese font datasets
Chinese font style transfer
cross-task interactions
neural style transfer
font generation
general style transfer
MTfontGAN
multiple target ones
multitask
multitask adversarial learning
reference font
Scalability
gan
Gallium nitride
overfitting problem
Predictive Metrics
Generators
natural language processing
machine learning
Libraries
Training
neural nets
Decoding
pubcrawl
Resiliency
learning (artificial intelligence)
Task Analysis
biblio
Vulnerability assessment and detection of Deepfake videos
Submitted by grigby1 on Fri, 01/15/2021 - 12:12pm
vulnerability assessment
VidTIMIT database
VGG
pre-trained generative adversarial network
Open Source Software
Facenet neural networks
face recognition systems
deepfake video detection
DeepFake
video signal processing
gan
vulnerability detection
learning (artificial intelligence)
face recognition
Metrics
public domain software
neural nets
Scalability
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
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
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