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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
natural language processing
biblio
Learning Transferable Features For Open-Domain Question Answering
Submitted by
aekwall
on Mon, 11/25/2019 - 1:01pm
Adaptation models
Analogies and Transference
clustering algorithm
complementary data
Data models
Deep Networks
domain adaptation approaches
domain-adaptation
domain-specific features
domain-specific QA models
Human behavior
Human Factors
information retrieval
Knowledge Discovery
learning (artificial intelligence)
Linear programming
natural language
natural language processing
open-domain QA models
open-domain question answering
open-domain Question-Answering models
pattern clustering
pubcrawl
question answering (information retrieval)
Question-Answering
sentence-level QA models
single open-domain QA model
span-level QA benefits
Task Analysis
Training
training corpora
Training data
transfer learning
transferable feature learning
transferable features
biblio
Cross-Entropy: A New Metric for Software Defect Prediction
Submitted by
grigby1
on Tue, 11/12/2019 - 3:26pm
code metric
code naturalness
Computer bugs
cross-entropy
deep learning
DefectLearner
Entropy
language model
Measurement
Metrics
natural language processing
Predictive models
predictive security metrics
program debugging
pubcrawl
recurrent neural nets
recurrent neural network language model
Semantics
Software
software bugs
software defect prediction
software metrics
software quality
software quality assurance
software repository
source code
source code (software)
Task Analysis
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
Locating SQL Injection Vulnerabilities in Java Byte Code Using Natural Language Techniques
Submitted by
grigby1
on Thu, 09/26/2019 - 9:25am
code analysis
code analysis tools
collaboration
Decision trees
Human behavior
Human Factors
Java
Java byte code
Java program
Metrics
natural language processing
natural language techniques
policy-based governance
program diagnostics
pubcrawl
Python
resilience
Resiliency
Safe Coding
Secure Coding
security
security of data
singular decision trees
Software
software vulnerabilities
source code (software)
SQL
SQL injection
SQL injection vulnerabilities
standards
Text Mining
tools
biblio
Machine Learning to Improve Retrieval by Category in Big Volunteered Geodata
Submitted by
aekwall
on Mon, 08/05/2019 - 9:40am
machine learning
Resiliency
Human behavior
composability
policy-based governance
Metrics
natural language processing
pubcrawl
Information Assurance
crowd-sourcing
biblio
One-Shot Learning Approach for Unknown Malware Classification
Submitted by
grigby1
on Mon, 06/10/2019 - 1:02pm
Adaptation models
API Sequence
fewshot learning
Human behavior
intelligent protection systems
invasive software
learning (artificial intelligence)
Least Recently Used Access
malware
malware API calls sequence
malware behavior
malware classification
memory augmented neural network
Metrics
natural language processing
network systems
neural nets
Neural networks
Neural Turing Machine
One-shot learning
one-shot learning approach
one-shot learning network
pattern classification
privacy
pubcrawl
resilience
Resiliency
static analysis
Task Analysis
Training
unknown malware classification
Word2Vec
biblio
Low-Cost Breaking of a Unique Chinese Language CAPTCHA Using Curriculum Learning and Clustering
Submitted by
aekwall
on Mon, 04/01/2019 - 9:08am
automated access
CAPTCHA
captchas
Chinese language question-and-answer Website
CNN
composability
convolution
convolutional neural network
convolutional neural networks
correct response
curriculum clustering
curriculum learning
feature map
feedforward neural nets
Human behavior
human user
image distortion
inverted character
inverted characters
inverted symbols
Kernel
learning (artificial intelligence)
low-cost breaking
machine learning methods
microsoft windows
natural language processing
OCR software
optical character recognition
pattern clustering
potential training methods
pubcrawl
security
Task Analysis
text analysis
text distortion
text-based CAPTCHAs focus
Training
transcription tasks
unique Chinese language CAPTCHA
web services
Web sites
biblio
Classification of Multiple Affective Attributes of Customer Reviews: Using Classical Machine Learning and Deep Learning
Submitted by
grigby1
on Wed, 03/06/2019 - 3:30pm
Affective analysis
belief networks
collaboration
composability
Customer reviews
Deep Belief Network
Human behavior
Kansei engineering
Metrics
natural language processing
policy-based governance
pubcrawl
resilience
Resiliency
restricted Boltzmann machines
Scalability
softmax regression
support vector machine
biblio
Hardware Remediation at Scale
Submitted by
aekwall
on Mon, 03/04/2019 - 9:48am
Monitoring
Servers
Hardware
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
composability
natural language processing
Anomaly Detection
datacenter
fault tolerant computing
Film bulk acoustic resonators
hardware availability
hardware failure modes
hardware issues
hardware remediation
maintenance engineering
remediation efficiency
remediation flow
remediation system
Transient analysis
transient errors
Automated Response Actions
biblio
Using Entropy and Mutual Information to Extract Threat Actions from Cyber Threat Intelligence
Submitted by
aekwall
on Mon, 03/04/2019 - 9:48am
security of data
Resiliency
pubcrawl
composability
Cybersecurity
Decision Making
Data mining
natural language processing
ActionMiner
advance threat notice
Cyber Attacks
cyber threat intelligence
cyber threat intelligence sharing
cybersecurity texts
enabling timely response
Entropy
extract threat actions
information theory
low-level cyber threat actions
Malware behavior analysis
Mutual information
NLP
NLP techniques
publicly available CTI sources
rapid growth
Stanford typed dependency parser
Text Mining
timely defense decision making
Trojan horses
Automated Response Actions
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