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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Gallium nitride
biblio
Video anomaly detection method based on future frame prediction and attention mechanism
Submitted by grigby1 on Mon, 04/25/2022 - 2:56pm
Prediction algorithms
video frame prediction
video anomaly detection
generative adversarial network
attention mechanism
deep video
Markov processes
generative adversarial networks
Gallium nitride
Anomaly Detection
Metrics
Scalability
Generators
Conferences
Resiliency
resilience
pubcrawl
biblio
Malware Detection for Industrial Internet Based on GAN
Submitted by grigby1 on Tue, 09/21/2021 - 2:53pm
internet
Training
Resiliency
resilience
pubcrawl
privacy
Metrics
malware detection
Malware Analysis
malware
adversarial sample
industrial internet
Human behavior
graph theory
Generators
generative adversarial networks
Generative Adversarial Nets
Gallium nitride
Detectors
biblio
PUFGAN: Embracing a Self-Adversarial Agent for Building a Defensible Edge Security Architecture
Submitted by grigby1 on Thu, 09/16/2021 - 12:12pm
computer architecture
Cryptography
Gallium nitride
generative adversarial networks
Hardware
machine learning
pubcrawl
resilience
Resiliency
Resilient Security Architectures
biblio
A New Black Box Attack Generating Adversarial Examples Based on Reinforcement Learning
Submitted by aekwall on Tue, 07/27/2021 - 12:58pm
Reinforcement learning
Gallium nitride
Deep Neural Network
black box attack
adversarial examples
adver-sarial reinforcement learning
generative adversarial networks
Black Box Attacks
composability
Resiliency
Metrics
pubcrawl
Training
Data models
Computational modeling
Neural networks
biblio
Missing Load Situation Reconstruction Based on Generative Adversarial Networks
Submitted by grigby1 on Wed, 06/30/2021 - 2:28pm
Metrics
Training data
Training
security
Resiliency
resilience
pubcrawl
online correction
missing data reconstru ction
composability
load situation
Load modeling
Generators
generative adversarial networks
Gallium nitride
forward error correction
Data models
biblio
A Learning-based Data Augmentation for Network Anomaly Detection
Submitted by aekwall on Mon, 03/29/2021 - 10:58am
divide-augment-combine strategy
sampling methods
class imbalance problem
network anomaly detection
attack instances
augments data
data augmentation
data instances
Divide-Augment-Combine
Gallium nitride
generative adversarial model
high-quality data
learning-based data augmentation
network traffic traces
public network datasets
statistical sampling
synthetic instances
Generative Adversarial Learning
pattern classification
Scalability
Data models
Support vector machines
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
neural nets
security of data
Anomaly Detection
network traffic
Generators
generative adversarial networks
generative adversarial network
Predictive Metrics
data handling
biblio
Addressing Imbalanced Data Problem with Generative Adversarial Network For Intrusion Detection
Submitted by aekwall on Mon, 03/29/2021 - 10:58am
Neural network (NN)
imbalanced data problem
Imbalanced dataset
Intrusion Detection
learning (artificial intelligence)
machine learning
MLP Neural Network
Multilayer Perceptron
multilayer perceptrons
network security.
Generators
Neural networks
pattern classification
Predictive Metrics
pubcrawl
Scalability
security of data
Training
UGR16 dataset
Cyber Attacks
Compositionality
Resiliency
adversarial samples
Attack detection
attack labels
balanced attack sample dataset
benign data
classification
Information Reuse and Security
Data models
data wrangling
defense mechanisms
Gallium nitride
Generative Adversarial Learning
generative adversarial network
Generative Adversarial Network (GAN)
generative adversarial networks
biblio
Deep Learning for Spectrum Anomaly Detection in Cognitive mmWave Radios
Submitted by aekwall on Mon, 03/15/2021 - 11:05am
millimetre wave communication
auxiliary classifier generative adversarial network
Cognitive mmWave Radios
Cognitive Radios
complex dynamic radio environment
conditional generative adversarial network
dynamic radio spectrum
Generative Models
Millimeter Wave
Millimeter Wave band
AC-GAN
mmWave dataset
mmWave spectrum
secure radios
shared access medium
spectrum anomalies
spectrum anomaly detection
variational auto encoder
Cognitive Radio Security
Anomaly Detection
telecommunication security
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
Communication system security
Wireless communication
neural nets
Training
Internet of Things
probability
telecommunication computing
generative adversarial networks
deep learning
radio spectrum management
Gallium nitride
cognitive radio
deep generative models
biblio
Network Intrusion Detection Method Based on GAN Model
Submitted by grigby1 on Tue, 02/23/2021 - 1:45pm
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 - 10:44am
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
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