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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
machine learning solutions
biblio
Intelligent Malware Detection Using Oblique Random Forest Paradigm
Submitted by grigby1 on Mon, 06/10/2019 - 1:02pm
resilience
malware classification datasets
Metrics
Oblique Random Forest
oblique random forest ensemble learning technique
oblique random forest paradigm
pattern classification
privacy
pubcrawl
malware classification
Resiliency
security community
signature-based detection techniques
stealthy malware
Support vector machines
Trojan horses
unknown malware
behavior-based detection techniques
malware behavior
machine learning solutions
machine learning
learning (artificial intelligence)
invasive software
intelligent malware detection
Human behavior
Forestry
feature extraction
false positive rate
Decision trees
decision tree learning models
computerized online applications
comprehensive malware detection
classification accuracy
biblio
Hierarchical learning for automated malware classification
Submitted by grigby1 on Wed, 06/20/2018 - 11:56am
pubcrawl
machine learning solutions
malicious file detection
malicious files automated classification
malware
malware classification
malware label
Metrics
nonhierarchical classifier
pattern classification
privacy
machine learning algorithms
resilience
Resiliency
security domain
signature augmentation
Support vector machines
system monitoring
Training
Win32
Win64
Formal Specification
automated malware classification
binary error rate
classification models
commercial anti-virus products
Companies
computer security
computer viruses
corporate computers
family variant
feature extraction
anti-virus companies
hierarchical labels
hierarchical learning algorithms
Hierarchical Machine Learning
hierarchical structure
home computers
Human behavior
industrial-scale malware dataset
label hierarchy achieves
learning (artificial intelligence)
