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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
transfer learning
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 1:01pm
accuracy levels
classification
classifier
convolutional neural nets
convolutional neural network
convolutional neural networks
Correlation
DCNN classification
deep convolutional neural networks
deep learning techniques
feature extraction
Gray-scale
Hamming distance
Human behavior
image classification
image features
image representation
image type
improved image representation
invasive software
learning (artificial intelligence)
learning models
machine learning
malware
malware binaries
malware classification
malware images
Metrics
neural network
object detection
Pattern recognition
privacy
pubcrawl
resilience
Resiliency
support vector machine
support vector machine classifier training
Support vector machines
transfer learning
visual patterns
visualization
biblio
Yet Another Text Captcha Solver: A Generative Adversarial Network Based Approach
Submitted by
aekwall
on Mon, 04/01/2019 - 9:08am
Human behavior
pubcrawl
composability
deep learning
captchas
CAPTCHA
generative adversarial networks
text-based captchas
transfer learning
biblio
An evaluation of region based object detection strategies within X-ray baggage security imagery
Submitted by
grigby1
on Thu, 06/07/2018 - 2:03pm
class firearm detection problem
cluttered X-ray security imagery
collaboration
convolution
cyber physical systems
deep learning
Faster Region-based CNN
feature extraction
first-stage region proposal
Fully Convolutional Networks
image classification
ImageNet dataset
learning (artificial intelligence)
Metrics
microsoft windows
neural nets
neural networks security
object class X-ray detection problem
object detection
object localization strategies
Policy
policy-based governance
Policy-Governed Secure Collaboration
Proposals
pubcrawl
R-CNN/R-FCN variants
region based object detection
resilience
Resiliency
ResNet-101
security
sliding window driven CNN approach
SWCNN
Task Analysis
transfer learning
VGG16
Weapons
X-ray baggage security
X-ray baggage security imagery
X-ray imaging
biblio
Image Forensics Based on Transfer Learning and Convolutional Neural Network
Submitted by
grigby1
on Mon, 03/05/2018 - 12:17pm
deep learning
Human behavior
Human Factors
Image forensics
information forensics
Metrics
pubcrawl
resilience
Resiliency
Scalability
steganalysis
transfer learning
biblio
Physical security assessment with convolutional neural network transfer learning
Submitted by
K_Hooper
on Wed, 02/14/2018 - 10:59am
artificial intelligence security
Artificial Neural Networks
convolutional neural network
convolutional neural network transfer learning
deep learning techniques
feature extraction
Human behavior
human in the loop ground truth data
learning (artificial intelligence)
machine learning
Metrics
neural nets
Nuisance Alarms
object detection
Object recognition
object recognition tasks
Periodic retraining
physical security
physical security assessment
physical security system
physical security video data
pubcrawl
Resiliency
Scalability
security
security of data
Support vector machines
target detection
Training
Training data
transfer learning
video signal processing
visible imager data
biblio
Feature-based transfer learning for network security
Submitted by
K_Hooper
on Wed, 02/14/2018 - 10:59am
Analytical models
artificial intelligence security
attack behaviors
common base classifier
computer security
different distribution
feature distribution
feature extraction
feature-based transfer learning technique
Human behavior
Knowledge engineering
labeled datasets
labeled training sets
learned model
learned models
learning (artificial intelligence)
machine learning
machine learning-based approaches
Metrics
network attack detection
network data
network security
nonlabeled testing sets
pattern classification
pubcrawl
Resiliency
Robustness
Scalability
security of data
signature-based detection systems
supervised learning approaches
testing
testing datasets
Training
training dataset
transfer learning
unseen attacks
unseen network attacks
unseen variants
biblio
Cross-Project Defect Prediction Using a Credibility Theory Based Naive Bayes Classifier
Submitted by
grigby1
on Thu, 12/28/2017 - 12:30pm
Bayes methods
computer science
CPDP
credibility theory
credibility theory based naive Bayes classifier
cross-project defect prediction
Insurance
Metrics
Nai¨ve Bayes classifier
novel reweighting mechanism
pattern classification
Predictive Metrics
Predictive models
predictive security metrics
program debugging
pubcrawl
quality assurance
Software
software engineering
software quality
source projects
standards
target data distribution
target projects
Training
Training data
transfer learning
