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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Pattern recognition
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 2:01pm
privacy
resilience
feature extraction
Support vector machines
pubcrawl
Human behavior
Metrics
visualization
invasive software
convolutional neural networks
learning (artificial intelligence)
machine learning
malware
neural network
Correlation
support vector machine
image classification
image representation
object detection
convolutional neural network
malware classification
classification
Gray-scale
Resiliency
convolutional neural nets
accuracy levels
classifier
DCNN classification
deep convolutional neural networks
deep learning techniques
Hamming distance
image features
image type
improved image representation
learning models
malware binaries
malware images
Pattern recognition
support vector machine classifier training
transfer learning
visual patterns
biblio
Verification CAPTCHA Based on Deep Learning
Submitted by
aekwall
on Mon, 04/01/2019 - 10:07am
security of data
feature extraction
learning (artificial intelligence)
Human behavior
pubcrawl
composability
deep learning
Neurons
internet
Training
convolutional neural networks
Biological neural networks
CAPTCHA
CAPTCHA recognition
captcha segmentation
captchas
convolution
convolution neural network model
end-to-end
feedforward neural nets
image recognition
image segmentation
network structure
Pattern recognition
verification captcha
VGGNet model
biblio
Object-Specific Style Transfer Based on Feature Map Selection Using CNNs
Submitted by
grigby1
on Mon, 11/19/2018 - 12:29pm
CNN
computer vision
Conferences
convolutional neural networks
Dogs
feature map selection
Feature Selection
image content
Image Processing
image style
machine learning
Metrics
neural nets
Neural networks
neural style transfer
object-specific style transfer
Pattern recognition
pubcrawl
resilience
Resiliency
Scalability
style transfer
visualization
biblio
Adversarial Biometric Recognition : A review on biometric system security from the adversarial machine-learning perspective
Submitted by
Katie Dey
on Mon, 08/06/2018 - 1:27pm
adaptive face-recognition system
adversarial biometric recognition
Behavioral science
biometric recognition systems
biometric security
biometric system security
biometric systems
biometrics (access control)
face spoofing attack
feature extraction
image recognition
learning (artificial intelligence)
machine learning
machine learning algorithms
machine-learning
Pattern recognition
security
Signal processing algorithms
Extraction
biblio
L-GEM based robust learning against poisoning attack
Submitted by
grigby1
on Fri, 07/06/2018 - 2:05pm
Accuracy
adversarial learning
AI Poisoning
classifier output
farthest-first flips attack
Human behavior
L-GEM based robust learning
label flip poisoning attacks
learning (artificial intelligence)
learning process
localized generalization error bound
localized generalization error model
Localized Generalization Error Model (L-GEM)
nearest-first flips attack
Pattern recognition
perturbation
perturbation techniques
poisoning attack
pubcrawl
radial basis function networks
RBFNN
resampling
resilience
Resiliency
robust learning
Robustness
sampling methods
Scalability
Sensitivity
sensitivity analysis
Support vector machines
Training
wavelet analysis
biblio
Classification of Malware programs using autoencoders based deep learning architecture and its application to the microsoft malware Classification challenge (BIG 2015) dataset
Submitted by
grigby1
on Wed, 06/20/2018 - 12:56pm
Acoustics
autoencoder
classification process
classifier
Cybersecurity
deep learning
deep learning architecture
Devices
Global Positioning System
gray scale images
Human behavior
invasive software
Latches
learning (artificial intelligence)
malicious programs
malware classification
malware programs
Metrics
microcontrollers
Microsoft Malware Classification Challenge BIG2015
microsoft malware Classification challenge dataset
neural network
pattern classification
Pattern recognition
pattern recognition algorithms
principle component analysis
privacy
pubcrawl
resilience
Resiliency
security
sensors
superior architecture
Time factors
biblio
An adaptive sparse representation model by block dictionary and swarm intelligence
Submitted by
K_Hooper
on Wed, 05/02/2018 - 10:38am
ABC algorithm
Adaptation models
adaptive
adaptive sparse representation classifier
adaptive sparse representation model
artificial bee colony algorithm
ASRC
block dictionary
Classification algorithms
composability
convergence
Dictionaries
Face
face recognition
group concentration
image classification
image representation
learning (artificial intelligence)
Least squares approximations
Linear programming
norm-regularized least squares problem
optimisation
Pattern recognition
pubcrawl
regularization parameter
scale dictionary
sparse coefficient
sparse linear combination
Sparse matrices
Sparse Representation
sparse representation framework
SR framework
SR model
Swarm Intelligence
Training
biblio
Dynamic clustering for event detection and anomaly identification in video surveillance
Submitted by
K_Hooper
on Wed, 04/04/2018 - 9:56am
Anomaly Identification
anomaly identification results
Anomaly Plane
Clustering algorithms
dynamic clustering
event detection
feature extraction
Heuristic algorithms
Human behavior
human behavioral patterns
learning (artificial intelligence)
life video surveillance
Normal Plane
object detection
Pattern recognition
pubcrawl
Resiliency
Roads
Scalability
spectral clustering
Time variant events
Trajectory
video signal processing
video surveillance
video surveillance event
biblio
Hierarchical Graph Neuron Scheme in Classifying Intrusion Attack
Submitted by
grigby1
on Mon, 04/02/2018 - 12:52pm
arrays
attack graphs
classification
composability
Hierarchical Graph Neuron
Indexes
information security
Intrusion Detection
Metrics
Neurons
Pattern recognition
pubcrawl
resilience
Resiliency
testing
Training
Training data
biblio
Mining Malware Command and Control Traces
Submitted by
grigby1
on Mon, 03/19/2018 - 1:55pm
advanced persistent threat
advanced persistent threats
anomaly based detection
botnet
Classification algorithms
command and control
command and control systems
control channel
control payloads
control traces
controller commands
Data mining
detecting botnets
effective anomaly based detection technique
Human behavior
invasive software
malware
malware detection rates
malware threats
Metrics
pattern classification
Pattern recognition
Payloads
pubcrawl
resilience
Resiliency
Scalability
security of data
telecommunication traffic
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