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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
pattern classification
biblio
Malware Classification System Based on Machine Learning
Submitted by grigby1 on Thu, 10/29/2020 - 11:11am
malware
static analysis
Resiliency
resilience
pubcrawl
privacy
pattern classification
multifeature selection fusion
Metrics
malware classification system
malware classification
Classification system
machine learning
Libraries
learning (artificial intelligence)
invasive software
Human behavior
high-efficiency automatic classification system
Feature Selection
feature extraction
Entropy
biblio
Malware Classification Using Machine Learning Algorithms and Tools
Submitted by grigby1 on Thu, 10/29/2020 - 11:10am
malware
tools
Support vector machines
Resiliency
resilience
Random Forest
pubcrawl
privacy
pattern classification
Metrics
matrix algebra
malware samples
malware classification
Classification algorithms
machine learning algorithms
machine learning
learning (artificial intelligence)
invasive software
Human behavior
feature extraction
family classification
emerging malwares
confusion matrix
comparative classification
comparable features
Cohen's Kappa
biblio
Image-Based Unknown Malware Classification with Few-Shot Learning Models
Submitted by grigby1 on Thu, 10/29/2020 - 11:10am
malware types
well-known models
Resiliency
resilience
pubcrawl
Prototypical Networks
proper defense policies
privacy
pattern classification
network system
microsoft malware classification challenge
Microsoft Malware Classification
Metrics
Matching Networks
massive benefit
automatic protection systems
malware samples
malware research
malware datasets
malware classification problems
malware classification
malware attacks
MalImg
machine learning area
learning (artificial intelligence)
invasive software
image-based unknown malware classification
Human behavior
few-shot learning models
few shot learning
biblio
An Xception Convolutional Neural Network for Malware Classification with Transfer Learning
Submitted by grigby1 on Thu, 10/29/2020 - 11:10am
Microsoft malware dataset
Xception model
Xception convolutional neural network
Xception
VGG16 model
transfer learning
Training
testing
Support vector machines
special CNN architecture
Resiliency
resilience
pubcrawl
privacy
Predictive models
pattern classification
CNN models
Metrics
malware image classification
malware classification problem
malware classification
malware
learning (artificial intelligence)
invasive software
image-based malware classification
image classification
Human behavior
Gray-scale
feature extraction
ensemble model
convolutional neural network (CNN)
convolutional neural nets
biblio
Android Malware Family Classification Based on Sensitive Opcode Sequence
Submitted by grigby1 on Thu, 10/29/2020 - 11:09am
malware classification
sensitive semantic feature-sensitive opcode sequence
sensitive opcode
sensitive API
semantic related vector
Semantic
Resiliency
resilience
pubcrawl
privacy
pattern classification
oversampling technique
multiple class classification
mobile computing
Metrics
Android (operating system)
learning (artificial intelligence)
invasive software
Human behavior
feature extraction
family classification
Drebin dataset
Digital Forensics
code specific semantic information
application program interfaces
Android malware forensics
Android malware family classification model
Android Malware Detection
Android malware analysis
Android malware
biblio
A Novel Machine Learning Based Malware Detection and Classification Framework
Submitted by aekwall on Mon, 10/26/2020 - 12:13pm
complex malware types
Predictive Metrics
computer systems
Feature Selection
dynamic analysis
feature selection algorithms
machine learning models
classification accuracy
accurate malware detection
analysis report
classification framework
malware samples
fine-grained classification
high detection
malware analysis framework
malware files
minimum computation cost
selection module
signature-based malware detection techniques
system activities
time progresses
Training
invasive software
machine learning algorithms
feature extraction
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
Metrics
pattern classification
malware
machine learning
testing
privacy
Virtual machining
Malware Analysis
cuckoo sandbox
malware classification
malware detection
static and dynamic analysis
biblio
Insights into Malware Detection via Behavioral Frequency Analysis Using Machine Learning
Submitted by aekwall on Mon, 10/26/2020 - 12:11pm
known malware
malicious software
malicious activity
Microsoft Windows (operating systems)
machine learning models
behavioral frequency analysis
benign software
common defenses
common malware defenses
dynamic behavioral analysis
Predictive Metrics
Malware Behavioral Analysis
malware signature classifier
malware threat landscape
signature catalog
unknown malware
Windows API system function calls
zero-day
zero-day vulnerabilities
Metrics
malware detection
invasive software
machine learning algorithms
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
machine learning
malware
pattern classification
Analytical models
privacy
microsoft windows
Malware Analysis
application program interfaces
dynamic analysis
Software algorithms
biblio
Intrusion Detection Method of Industrial Control System Based on RIPCA-OCSVM
Submitted by grigby1 on Fri, 10/16/2020 - 11:32am
particle swarm optimisation
Support vector machines
single classification problem
security of data
Scalability
Robust Incremental Principal Component Analysis
RIPCA-OCSVM
RIPCA algorithm
RIPCA
Resiliency
resilience
pubcrawl
Protocols
principal component analysis
pattern classification
Anomaly Detection
outlier
one-class support vector machine
OCSVM
learning (artificial intelligence)
Intrusion Detection
integrated circuits
industrial data sets
Industrial Control Systems
industrial control system
industrial control
ICs
feature extraction
anomaly intrusion detection algorithm
anomaly detection model
biblio
Intrusion Detection of Industrial Control System Based on Stacked Auto-Encoder
Submitted by grigby1 on Fri, 10/16/2020 - 11:31am
multiclassification support vector machine
Training
Support vector machines
stacked auto-encoder
security of data
Scalability
Resiliency
resilience
pubcrawl
production engineering computing
pattern classification
neural nets
network data feature extraction
Analytical models
Multi-classification support vector machine
intrusion detection model
Intrusion Detection
Internet technologies
industrial production
Industrial Control Systems
industrial control system
industrial control
ICs
feature extraction
Data models
Anomaly Detection
biblio
Person Identification from Visual Aesthetics Using Gene Expression Programming
Submitted by aekwall on Mon, 10/12/2020 - 11:46am
person identification
behavioral biometric
discriminatory features
feature recombination
Flickr users
Gene expression
gene expression programming
Genetics
online human interactions
aesthetics
personal activities
physical traits
professional activities
tree-based genetic approach
users aesthetic preferences
visual aesthetic
Human Behavior and Cybersecurity
programming
aesthetic feature dimensionality reduction
Behavioral biometrics
Head
Pattern recognition
visualization
biometrics (access control)
principal component analysis
human computer interaction
trees (mathematics)
Cybersecurity
pattern classification
social networking (online)
pubcrawl
Human behavior
feature extraction
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