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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
image classification
biblio
Markov Augmented Neural Networks for Streaming Video Classification
Submitted by
grigby1
on Fri, 07/03/2020 - 1:27pm
IP networks
Scalability
internet
telecommunication traffic
pubcrawl
Resiliency
resilience
machine learning
neural nets
decision theory
image classification
video signal processing
video streaming
Inspection
deep packet inspection
IP addresses
content providers
deep packet inspection techniques
internet providers
Markov augmented neural networks
Markov Decision Process
Markov processes
Neural networks
port scanning
streaming video classification
video streaming services
biblio
Federated Learning with Bayesian Differential Privacy
Submitted by
aekwall
on Mon, 06/22/2020 - 11:19am
Bayes methods
Bayesian differential privacy
Bayesian privacy accounting method
composability
Computational modeling
data privacy
deep learning
differential privacy
federated learning
federated setting
formal privacy guarantees
Human behavior
image classification
image classification tasks
learning (artificial intelligence)
machine learning
privacy
privacy accounting
privacy budget
pubcrawl
Resiliency
Scalability
Servers
sharper privacy loss
biblio
Facial Expression Recognition Based on Facial Action Unit
Submitted by
grigby1
on Fri, 06/19/2020 - 12:02pm
facial recognition
emotion recognition
face recognition
facial action unit
facial expression recognition
facial expression recognition method
facial landmark
facial landmarks
facial muscle movements
FER benchmark datasets
Human behavior
human expressions
Human Factors
image classification
mental states
Metrics
muscle
pubcrawl
resilience
Resiliency
biblio
Generative Adversarial Network with Folded Spectrum for Hyperspectral Image Classification
Submitted by
grigby1
on Fri, 06/12/2020 - 12:22pm
2D square spectrum
abundant spectral information
classification accuracy
Classification algorithms
fake folded spectrum
feature extraction
feature matching strategy
folded spectrum
FS-GAN
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
Hyperspectral classification
hyperspectral image classification
Hyperspectral imaging
image classification
labeled dataset
learning (artificial intelligence)
Metrics
neural nets
nonadjacent spectral bands
original spectral vector
pubcrawl
resilience
Resiliency
Scalability
semi-supervised learning
Semisupervised learning
Shape
spectral texture
spectral-based classification methods
biblio
Semi-Supervised Change Detection Based on Graphs with Generative Adversarial Networks
Submitted by
grigby1
on Fri, 06/12/2020 - 12:21pm
binary change map
Change detection
Gallium nitride
GANs
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
geophysical image processing
geophysical signal processing
graph model
high resolution remote
image classification
labeled nodes
learning (artificial intelligence)
Metrics
multitemporal remote sensing change detection problem
pubcrawl
remote sensing
resilience
Resiliency
Scalability
semi-supervised learning
semisupervised change detection
Semisupervised learning
semisupervised remote sensing change detection method
Task Analysis
Training
unlabeled nodes
biblio
Conditional Generative Adversarial Network on Semi-supervised Learning Task
Submitted by
grigby1
on Fri, 06/12/2020 - 12:21pm
abundant unlabeled data
conditional
conditional GAN model
conditional generative adversarial network
Data models
deep neural networks
Gallium nitride
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
image classification
Mathematical model
Metrics
MNIST dataset
neural nets
pubcrawl
resilience
Resiliency
Scalability
semi-supervised
Semisupervised learning
semisupervised learning method
supervised learning
Tensile stress
biblio
Parallel Implementation of K-Nearest-Neighbors for Face Recognition
Submitted by
grigby1
on Fri, 05/22/2020 - 2:39pm
pubcrawl
Indexes
pattern classification
Classification algorithms
Metrics
Measurement
nearest neighbour methods
face recognition
image classification
graphics processing units
Sorting
nearest neighbor search
countless classification algorithms
Instruction sets
k-nearest-neighbours classifier
KNN classifier
parallel architectures
parallel CUDA implementation
Time complexity
biblio
A novel network intrusion detection algorithm based on Fast Fourier Transformation
Submitted by
aekwall
on Mon, 05/11/2020 - 11:19am
computer network security
machine learning algorithms
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Metrics
network intrusion detection
CNN
convolutional neural nets
convolutional neural networks
network traffic
Intrusion Detection
Image coding
image classification
deep learning
CNN model
NSL-KDD
NSL-KDD dataset
deep learning techniques
FFT
Discrete Fourier transforms
fast Fourier transformation
fast Fourier transforms
intrusion detection problem
Matrix converters
network intrusion detection algorithm
representation learning
biblio
Feature Denoising for Improving Adversarial Robustness
Submitted by
grigby1
on Fri, 04/17/2020 - 10:58am
10-iteration PGD white-box attacks
2000-iteration PGD white-box attacks
adversarial attacks
adversarial perturbations
Adversarial robustness
Adversarial training
black-box attack settings
categorization
composability
Compositionality
convolutional networks
deep learning
feature denoising
feature extraction
image classification
image classification systems
image denoising
Iterative methods
learning (artificial intelligence)
Metrics
network architectures
nonlocal means
pattern classification
pubcrawl
Recognition: Detection
resilience
Resiliency
retrieval
security of data
White Box Security
biblio
Anomaly Detection in Surveillance Videos
Submitted by
aekwall
on Mon, 04/13/2020 - 10:28am
security of data
feature extraction
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
Metrics
LSTM networks
Training
convolutional neural nets
Anomaly Detection
convolutional neural networks
image classification
video signal processing
recurrent neural nets
classification
surveillance
video surveillance
Videos
anomalous behavior
anomaly classification
CNN-LSTM model
explosion
Explosions
Frames
learning patterns
long short-term memory networks
public safety
road accidents
spatial feature extraction
spatial feature learning
surveillance videos
temporal feature learning
UCF Crime dataset
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