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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
vulnerable components
biblio
Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions
Submitted by
grigby1
on Tue, 11/12/2019 - 3:25pm
challenging machine
code fixing patches
code metrics
Computer crime
cyber-crime activities
Databases
dataset
deep learnin
deep learning
extensive grid-search algorithm
F-measure
forest based classifiers
GitHub
Java
JavaScript
JavaScript programs
learning (artificial intelligence)
machie learning
machine learning
machine learning algorithms
Measurement
Metrics
mitigation techniques
natural language processing
nearest neighbour methods
node security project
pattern classification
performing algorithm
performing models
Prediction algorithms
prediction models
Predictive models
predictive security metrics
pubcrawl
public databases
re-sampling strategies
security
security vulnerabilities
Snyk platform
software metrics
software security issues
static source code metrics
Support vector machines
SVM
viable practical approach
Vulnerability
vulnerability information
vulnerable components
vulnerable functions
vulnerable javascript functions
biblio
The Effect of Dimensionality Reduction on Software Vulnerability Prediction Models
Submitted by
grigby1
on Thu, 12/28/2017 - 12:30pm
computer security
confirmatory factor analysis
cross-project prediction experiments
cross-validation
Data mining
dimensionality reduction technique
Feature Selection
large software projects
learning (artificial intelligence)
machine learning
Metrics
Open Source Software
Predictive models
predictive security metrics
principal component analysis
pubcrawl
security
software metrics
statistical learning machinery
statistical prediction models
term frequencies
text analysis
Text Mining
text mining features
vulnerability prediction models
vulnerable components
