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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
image classification
biblio
Federated Learning with Bayesian Differential Privacy
Submitted by aekwall on Mon, 06/22/2020 - 11:19am
image classification
sharper privacy loss
Servers
Scalability
Resiliency
pubcrawl
privacy budget
privacy accounting
privacy
machine learning
learning (artificial intelligence)
image classification tasks
Bayes methods
Human behavior
formal privacy guarantees
federated setting
federated learning
differential privacy
deep learning
data privacy
Computational modeling
composability
Bayesian privacy accounting method
Bayesian differential privacy
biblio
Facial Expression Recognition Based on Facial Action Unit
Submitted by grigby1 on Fri, 06/19/2020 - 12:02pm
Human behavior
Resiliency
resilience
pubcrawl
muscle
Metrics
mental states
image classification
Human Factors
human expressions
facial recognition
FER benchmark datasets
facial muscle movements
facial landmarks
facial landmark
facial expression recognition method
facial expression recognition
facial action unit
face recognition
emotion recognition
biblio
Generative Adversarial Network with Folded Spectrum for Hyperspectral Image Classification
Submitted by grigby1 on Fri, 06/12/2020 - 12:22pm
image classification
spectral-based classification methods
spectral texture
Shape
Semisupervised learning
semi-supervised learning
Scalability
Resiliency
resilience
pubcrawl
original spectral vector
nonadjacent spectral bands
neural nets
Metrics
learning (artificial intelligence)
labeled dataset
2D square spectrum
Hyperspectral imaging
hyperspectral image classification
Hyperspectral classification
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
FS-GAN
folded spectrum
feature matching strategy
feature extraction
fake folded spectrum
Classification algorithms
classification accuracy
abundant spectral information
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
Conditional Generative Adversarial Network on Semi-supervised Learning Task
Submitted by grigby1 on Fri, 06/12/2020 - 12:21pm
Mathematical model
Tensile stress
supervised learning
semisupervised learning method
Semisupervised learning
semi-supervised
Scalability
Resiliency
resilience
pubcrawl
neural nets
MNIST dataset
Metrics
abundant unlabeled data
image classification
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
Gallium nitride
deep neural networks
Data models
conditional generative adversarial network
conditional GAN model
conditional
biblio
Parallel Implementation of K-Nearest-Neighbors for Face Recognition
Submitted by grigby1 on Fri, 05/22/2020 - 2:39pm
graphics processing units
Time complexity
parallel CUDA implementation
parallel architectures
KNN classifier
k-nearest-neighbours classifier
Instruction sets
countless classification algorithms
nearest neighbor search
Sorting
pubcrawl
image classification
face recognition
nearest neighbour methods
Measurement
Metrics
Classification algorithms
pattern classification
Indexes
biblio
A novel network intrusion detection algorithm based on Fast Fourier Transformation
Submitted by aekwall on Mon, 05/11/2020 - 11:19am
image classification
representation learning
network intrusion detection algorithm
Matrix converters
intrusion detection problem
fast Fourier transforms
fast Fourier transformation
Discrete Fourier transforms
FFT
deep learning techniques
NSL-KDD dataset
NSL-KDD
CNN model
deep learning
computer network security
Image coding
Intrusion Detection
network traffic
convolutional neural networks
convolutional neural nets
CNN
network intrusion detection
Metrics
composability
pubcrawl
Resiliency
learning (artificial intelligence)
machine learning algorithms
biblio
Feature Denoising for Improving Adversarial Robustness
Submitted by grigby1 on Fri, 04/17/2020 - 10:58am
image classification systems
White Box Security
security of data
retrieval
Resiliency
resilience
Recognition: Detection
pubcrawl
pattern classification
nonlocal means
network architectures
Metrics
learning (artificial intelligence)
Iterative methods
image denoising
10-iteration PGD white-box attacks
image classification
feature extraction
feature denoising
deep learning
convolutional networks
Compositionality
composability
categorization
black-box attack settings
Adversarial training
Adversarial robustness
adversarial perturbations
adversarial attacks
2000-iteration PGD white-box attacks
biblio
Anomaly Detection in Surveillance Videos
Submitted by aekwall on Mon, 04/13/2020 - 10:28am
long short-term memory networks
Videos
anomalous behavior
anomaly classification
CNN-LSTM model
explosion
Explosions
Frames
learning patterns
video surveillance
public safety
road accidents
spatial feature extraction
spatial feature learning
surveillance videos
temporal feature learning
UCF Crime dataset
convolutional neural nets
feature extraction
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
Metrics
LSTM networks
Training
security of data
Anomaly Detection
convolutional neural networks
image classification
video signal processing
recurrent neural nets
classification
surveillance
biblio
Content Adaptive Image Steganalysis in Spatial Domain Using Selected Co-Occurrence Features
Submitted by grigby1 on Mon, 02/10/2020 - 11:42am
primary content adaptive stego algorithms
image classification
Image edge detection
image steganalysis
LBP features
local co-occurrence features
local image region
Metrics
microsoft windows
Histograms
privacy
pubcrawl
selected co-occurrence features
Spatial domain
Steganography
steganography detection
weak classifier
boosted classifiers
Haar transforms
generalization power
general content adaptive image steganography detector
final detector
feature selection procedure
Feature Selection
feature extraction
Detectors
Databases
content adaptive image steganalysis
content adaptive
composability
co-occurrence feature
Classification algorithms
candidate features
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