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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
image classification
biblio
An Xception Convolutional Neural Network for Malware Classification with Transfer Learning
Submitted by grigby1 on Thu, 10/29/2020 - 10:10am
Microsoft malware dataset
Xception model
Xception convolutional neural network
Xception
VGG16 model
transfer learning
Training
testing
Support vector machines
special CNN architecture
Resiliency
resilience
pubcrawl
privacy
Predictive models
pattern classification
CNN models
Metrics
malware image classification
malware classification problem
malware classification
malware
learning (artificial intelligence)
invasive software
image-based malware classification
image classification
Human behavior
Gray-scale
feature extraction
ensemble model
convolutional neural network (CNN)
convolutional neural nets
biblio
Neural Algebra of Classifiers
Submitted by grigby1 on Mon, 10/05/2020 - 1:02pm
image recognition
visualization
visual recognition benchmarks
Training
simple visual classifiers
pubcrawl
Neural networks
neural network modules
neural nets
neural algebra
algebra
image classification
Compositionality
complex visual concept
classifier
boolean algebra operations
Boolean algebra
Birds
Beak
biblio
AOGNets: Compositional Grammatical Architectures for Deep Learning
Submitted by grigby1 on Mon, 10/05/2020 - 12:49pm
object detection
image segmentation
ImageNet-1K classification benchmark
input feature map
learning (artificial intelligence)
model interpretability score
MS-COCO object detection
network dissection
network generator
neural architectures
neural nets
image classification
phrase structure grammar
pubcrawl
Recognition: Detection
Reconfigurability
representation learning
ResNeXt
retrieval
segmentation benchmark
SENet
deep learning
Human behavior
Human Factors
Computing Theory and Compositionality
AND-OR Grammar
AOG building block
AOGNet
AOGNets
attention based variants
categorization
deep compositional grammatical architectures
Compositionality
deep neural networks
DenseNet
dependency grammar
DNNs
DualPathNet
feature channels
feature exploration
grammar models
grammars
biblio
Adaptively Weighted Channel Feature Network of Mixed Convolution Kernel
Submitted by aekwall on Mon, 09/14/2020 - 11:33am
machine-to-machine communications
weighted channel feature network
sigmoid operator
multi channel grouping convolution
mixed convolution kernel
Heterojunction bipolar transistors
deep learning networks
classification test
CIFAR100 dataset
CIFAR10 dataset
adaptive weightings
adaptive weighting
Cryptography
Compositionality
attention mechanism
image classification
convolutional neural network
convolutional neural nets
computational intelligence
composability
pubcrawl
learning (artificial intelligence)
feature extraction
security
biblio
Creation of Adversarial Examples with Keeping High Visual Performance
Submitted by grigby1 on Fri, 09/11/2020 - 10:46am
visualization
intelligence
image recognition technology
human readability
high visual performance
FGSM
convolutional neural network (CNN)
character string CAPTCHA
character recognition
character images
artificial
CAPTCHA
captchas
image recognition
convolutional neural network
learning (artificial intelligence)
adversarial examples
image classification
Resistance
Perturbation methods
composability
Mathematical model
security
Human behavior
pubcrawl
Neural networks
convolutional neural nets
CNN
machine learning
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 - 3:11pm
linear regression model
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
black-box approach
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
Cyberspace
query processing
Conferences
optimisation
pubcrawl
composability
Metrics
Resiliency
resilience
learning (artificial intelligence)
neural nets
security of data
machine-to-machine communications
regression analysis
Iterative methods
deep neural networks
face recognition
adversarial perturbations
gradient methods
adversarial examples
approximation theory
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 - 3:10pm
distortion metrics
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
ADMM solution framework
gradient-free optimization
gradient-free regime
operator splitting method
query complexities
Robust machine learning
zeroth-order optimization
ZO-ADMM
Black Box Security
Complexity theory
optimisation
pubcrawl
composability
Metrics
Resiliency
resilience
learning (artificial intelligence)
optimization
security of data
distortion
Perturbation methods
image classification
Bayes methods
image retrieval
black-box adversarial attacks
Measurement
estimation
biblio
Symbolic Execution for Attribution and Attack Synthesis in Neural Networks
Submitted by grigby1 on Fri, 08/28/2020 - 11:22am
DNN validation
Symbolic Execution
pubcrawl
program analysis
neural nets
Metrics
Importance Analysis
Image resolution
image classification
Human behavior
adversarial attacks
DNN
DeepCheck lightweight symbolic analysis
deep neural networks
core ideas
composability
attribution
attack synthesis
adversarial generation
biblio
Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks
Submitted by grigby1 on Thu, 07/30/2020 - 1:06pm
registered 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
Trademarks
Trademark Image Retrieval
trademark image retrieval task
trademark images
trademark protection
trademark registration applications
Trademarks Office
VGG19c
VGG19v
visual similarity
Task Analysis
Human behavior
Human Factors
policy-based governance
resilience
Resiliency
industrial property
composability
content-based retrieval
Metrics
pubcrawl
feature extraction
image classification
visualization
convolutional neural networks
image representation
image retrieval
Shape
patents
trademark registration
biblio
Markov Augmented Neural Networks for Streaming Video Classification
Submitted by grigby1 on Fri, 07/03/2020 - 12:27pm
Markov processes
video streaming services
video streaming
video signal processing
telecommunication traffic
streaming video classification
Scalability
Resiliency
resilience
pubcrawl
port scanning
Neural networks
neural nets
content providers
Markov Decision Process
Markov augmented neural networks
machine learning
IP networks
IP addresses
internet providers
internet
Inspection
image classification
deep packet inspection techniques
deep packet inspection
decision theory
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