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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
image classification
biblio
Adaptively Weighted Channel Feature Network of Mixed Convolution Kernel
Submitted by
aekwall
on Mon, 09/14/2020 - 12:33pm
Cryptography
security
feature extraction
learning (artificial intelligence)
pubcrawl
composability
computational intelligence
convolutional neural nets
convolutional neural network
image classification
attention mechanism
Compositionality
machine-to-machine communications
adaptive weighting
adaptive weightings
CIFAR10 dataset
CIFAR100 dataset
classification test
deep learning networks
Heterojunction bipolar transistors
mixed convolution kernel
multi channel grouping convolution
sigmoid operator
weighted channel feature network
biblio
Creation of Adversarial Examples with Keeping High Visual Performance
Submitted by
grigby1
on Fri, 09/11/2020 - 11:46am
learning (artificial intelligence)
machine learning
CNN
convolutional neural nets
Neural networks
pubcrawl
Human behavior
security
Mathematical model
composability
Perturbation methods
Resistance
image classification
adversarial examples
visualization
convolutional neural network
image recognition
captchas
CAPTCHA
artificial
character images
character recognition
character string CAPTCHA
convolutional neural network (CNN)
FGSM
high visual performance
human readability
image recognition technology
intelligence
biblio
A Black-Box Approach to Generate Adversarial Examples Against Deep Neural Networks for High Dimensional Input
Submitted by
grigby1
on Fri, 09/04/2020 - 4:11pm
security of data
query processing
Conferences
optimisation
pubcrawl
composability
Metrics
Resiliency
resilience
learning (artificial intelligence)
neural nets
Cyberspace
machine-to-machine communications
regression analysis
Iterative methods
deep neural networks
face recognition
adversarial perturbations
gradient methods
adversarial examples
approximation theory
black-box approach
black-box setting
CNNs
data science
extensive recent works
generate adversarial examples
generating adversarial samples
high dimensional
image classification
learning models
linear fine-grained search
linear regression model
minimizing noncontinuous function
model parameters
noncontinuous step function problem
numerous advanced image classifiers
queries
white-box setting
Zeroth order
zeroth order optimization algorithm
zeroth-order optimization method
Black Box Security
biblio
On the Design of Black-Box Adversarial Examples by Leveraging Gradient-Free Optimization and Operator Splitting Method
Submitted by
grigby1
on Fri, 09/04/2020 - 4:10pm
security of data
optimisation
pubcrawl
composability
Metrics
Resiliency
resilience
learning (artificial intelligence)
optimization
Complexity theory
distortion
Perturbation methods
image classification
Bayes methods
image retrieval
black-box adversarial attacks
Measurement
estimation
ADMM solution framework
advanced AI platforms
alternating direction method of multipliers
Bayesian optimization
black-box adversarial attack generation methods
black-box adversarial examples
black-box attacks
BO-ADMM
competitive attack success rates
Convex functions
distortion metrics
gradient-free optimization
gradient-free regime
operator splitting method
query complexities
Robust machine learning
zeroth-order optimization
ZO-ADMM
Black Box Security
biblio
Symbolic Execution for Attribution and Attack Synthesis in Neural Networks
Submitted by
grigby1
on Fri, 08/28/2020 - 12:22pm
adversarial attacks
adversarial generation
attack synthesis
attribution
composability
core ideas
deep neural networks
DeepCheck lightweight symbolic analysis
DNN
DNN validation
Human behavior
image classification
Image resolution
Importance Analysis
Metrics
neural nets
program analysis
pubcrawl
Symbolic Execution
biblio
Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks
Submitted by
grigby1
on Thu, 07/30/2020 - 2:06pm
pubcrawl
Human behavior
Human Factors
policy-based governance
resilience
Resiliency
industrial property
composability
content-based retrieval
Metrics
Task Analysis
feature extraction
image classification
visualization
convolutional neural networks
image representation
image retrieval
Shape
patents
trademark registration
Trademarks
ip protection
Combination of convolutional neural networks
content-based image retrieval
convolution
deep convolutional neural networks
feedforward neural nets
image recognition
industrial-intellectual property registration
METU database
registered trademarks
Trademark Image Retrieval
trademark image retrieval task
trademark images
trademark protection
trademark registration applications
Trademarks Office
VGG19c
VGG19v
visual similarity
biblio
Markov Augmented Neural Networks for Streaming Video Classification
Submitted by
grigby1
on Fri, 07/03/2020 - 1:27pm
content providers
decision theory
deep packet inspection
deep packet inspection techniques
image classification
Inspection
internet
internet providers
IP addresses
IP networks
machine learning
Markov augmented neural networks
Markov Decision Process
Markov processes
neural nets
Neural networks
port scanning
pubcrawl
resilience
Resiliency
Scalability
streaming video classification
telecommunication traffic
video signal processing
video streaming
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
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