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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Data preprocessing
biblio
Improving the Prediction Accuracy with Feature Selection for Ransomware Detection
Submitted by grigby1 on Fri, 03/17/2023 - 12:03pm
Predictive models
feature extraction
machine learning
machine learning algorithms
pubcrawl
Metrics
resilience
Resiliency
Data models
composability
classification
Ransomware
Data preprocessing
elbow method
random-forest
ransom ware
biblio
Systematic and Efficient Anomaly Detection Framework using Machine Learning on Public ICS Datasets
Submitted by grigby1 on Fri, 09/30/2022 - 8:43am
machine learning
machine learning algorithms
security
Anomaly Detection
pubcrawl
resilience
Scalability
Cybersecurity
Classification algorithms
Transportation
Systematics
Industrial Control Systems
Writing
Data preprocessing
ICS Anomaly Detection
Resiliency
biblio
Comparative study for Stylometric analysis techniques for authorship attribution
Submitted by grigby1 on Fri, 09/09/2022 - 2:29pm
machine learning
Support vector machines
pubcrawl
Human behavior
Metrics
deep learning
Measurement
Syntactics
authorship attribution
stylometry
text categorization
text classification
NLP
Data preprocessing
ubiquitous computing
Constituent Analysis.
biblio
A Novel Approach Based on Lightweight Deep Neural Network for Network Intrusion Detection
Submitted by grigby1 on Tue, 03/01/2022 - 4:14pm
Neural Network Security
composability
Computational modeling
Data preprocessing
deep learning
Intrusion Detection
lightweight neural network
Metrics
network applications
network intrusion detection
Neural networks
pubcrawl
resilience
Resiliency
Training
biblio
A delayed Elastic-Net approach for performing adversarial attacks
Submitted by aekwall on Tue, 02/22/2022 - 2:17pm
Measurement and Metrics Testing
Data preprocessing
Pattern recognition
Size measurement
Metrics
pubcrawl
Perturbation methods
Robustness
Measurement
security
Benchmark testing
biblio
Emotion Recognition Based on Facial Expressions Using Convolutional Neural Network (CNN)
Submitted by grigby1 on Mon, 03/29/2021 - 1:05pm
feature extraction
Training data
Resiliency
resilience
pubcrawl
psychology
multiemotion facial expression dataset
Metrics
lighting
image recognition
iCV MEFED
human faces
Human behavior
FER
CNN
facial recognition
facial expression recognition
facial emotion recognition
faces
face recognition
emotion recognition datasets
emotion recognition
emotion detection
deep learning (artificial intelligence)
deep learning
Data preprocessing
convolutional neural network
convolutional neural nets
biblio
Suspicious Network Event Recognition Using Modified Stacking Ensemble Machine Learning
Submitted by grigby1 on Fri, 08/28/2020 - 3:34pm
extremely randomised trees
artificial intelligence-oriented automatic services
big-data analytics
cyber-threats
Data preprocessing
data science
Ensemble Learning
ensemble learning.
exploratory data analysis
AdaBoost
feature creation
modified stacking ensemble machine learning
Network Event Log Analytics
network intrusions
network traffic alerts
suspicious network event recognition dataset
suspicious network events
big data security in the cloud
neural nets
machine learning
data analysis
pubcrawl
Resiliency
Conferences
random forests
Big Data
pattern classification
security of data
Neural networks
Metrics
Random Forest
resilience
Scalability
Feature Selection
2019 IEEE BigData Cup Challenge
biblio
Graph Centrality Based Spam SMS Detection
Submitted by grigby1 on Mon, 02/10/2020 - 11:18am
Measurement
unsolicited e-mail
unlabeled SMS
unclassified SMS
Support vector machines
status updates
spam SMS detection
spam messages
spam detection
social networking (online)
short messages usage
short messages
security of data
Scalability
pubcrawl
Metrics
centrality scores
labeled SMS
Human Factors
Human behavior
Hidden Markov models
graphs centrality metrics
graph theory
graph centrality measures
Graph Centrality
feature extraction
electronic messaging
degree centrality
Data preprocessing
Data mining
classifier
biblio
A Differential Privacy-Based Protecting Data Preprocessing Method for Big Data Mining
Submitted by aekwall on Mon, 01/06/2020 - 10:35am
data privacy
Resiliency
privacy protection
privacy disclosure issue
privacy
precise clustering results
pattern clustering
Human behavior
distortion
distancebased clustering
distance-based clustering
differential privacy-based protecting data preprocessing method
differential privacy budget parameter
differential privacy
big data privacy
Data preprocessing
Data mining
data distortion technique
composability
Clustering algorithms
big data mining
adaptive privacy budget parameter adjustment mechanism
adaptive mechanism
Metrics
Scalability
resilience
Human Factors
pubcrawl
biblio
Convolutional Neural Network Based SMS Spam Detection
Submitted by aekwall on Mon, 02/25/2019 - 11:42am
spam messages
undesired text message
Tiago dataset
text categorization
SMS Spam
Imbalanced dataset
Data preprocessing
Cost-sensitive classification
convolutional neural networks
convolutional neural network
convolutional neural nets
CNN
anti-spam filters
text analysis
Scalability
SMS spam detection
electronic messaging
Unsolicited electronic mail
spam detection
unsolicited e-mail
Metrics
machine learning
pubcrawl
Human behavior
learning (artificial intelligence)
feature extraction
Support vector machines
Classification algorithms
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