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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
malware classification
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by grigby1 on Mon, 06/10/2019 - 2:01pm
privacy
learning models
machine learning
malware
malware binaries
malware classification
malware images
Metrics
neural network
object detection
Pattern recognition
learning (artificial intelligence)
pubcrawl
resilience
Resiliency
support vector machine
support vector machine classifier training
Support vector machines
transfer learning
visual patterns
visualization
feature extraction
classification
classifier
convolutional neural nets
convolutional neural network
convolutional neural networks
Correlation
DCNN classification
deep convolutional neural networks
deep learning techniques
accuracy levels
Gray-scale
Hamming distance
Human behavior
image classification
image features
image representation
image type
improved image representation
invasive software
biblio
Behavioral Malware Classification Using Convolutional Recurrent Neural Networks
Submitted by grigby1 on Mon, 06/10/2019 - 2:01pm
Metrics
Training
static signature
Resiliency
resilience
Recurrent neural networks
recurrent neural nets
Radio frequency
pubcrawl
privacy
Prefetching
pattern classification
Microsoft Windows Prefetch files
microsoft windows
anti-virus systems
malware classification
malware
invasive software
Human behavior
feature extraction
convolutional recurrent neural networks
convolutional neural nets
computer viruses
behavioral malware detection
behavioral malware classifiers
behavioral malware classification
anti-virus vendor naming schemes
biblio
Andro-Simnet: Android Malware Family Classification Using Social Network Analysis
Submitted by grigby1 on Mon, 06/10/2019 - 2:01pm
pubcrawl
malware similarity
malwares attack behavior pattern
metamorphic malware
Metrics
mobile computing
mobile devices
pattern classification
polymorphic malware
privacy
malware family network aggregation
resilience
Resiliency
signature-based malware detection method
social network analysis
Social network services
social networking (online)
static analysis
tactical characteristics
graph visualization
Android (operating system)
Android malware family classification
behavior-based detection
Classification algorithms
detection algorithms
efficient malware classification
feature extraction
Generators
Andro-Simnet
high classification accuracy
Human behavior
invasive software
k-fold cross-validation
machine learning
malware
malware classification
malware dataset
biblio
AppDNA: App Behavior Profiling via Graph-Based Deep Learning
Submitted by grigby1 on Mon, 06/10/2019 - 1:59pm
malicious apps
Task Analysis
Resiliency
pubcrawl
privacy
Plagiarism
pattern classification
Neural networks
mobile computing
mobile applications behaviors
Metrics
malware detection
malware classification
Malware Analysis
malware
app behavior profiling
machine learning
learning (artificial intelligence)
invasive software
Human behavior
graph-encoding method
graph-based deep learning
graph theory
function-call-graph-based app profiling
feature extraction
encoding
benign apps
AppDNA
app recommendation
biblio
A Convolutional Neural Network Based Classifier for Uncompressed Malware Samples
Submitted by grigby1 on Fri, 02/08/2019 - 4:18pm
Artificial Neural Networks
collaboration
convolutional neural networks (cnns)
cyber physical systems
deep learning (dl)
malware classification
Metrics
policy-based governance
pubcrawl
Resiliency
tensorflow framework
uncompressed gray-scale images
biblio
A Lightweight Malware Classification Method Based on Detection Results of Anti-Virus Software
Submitted by grigby1 on Wed, 06/20/2018 - 12:57pm
Malware Analysis
static analysis
Resiliency
resilience
pubcrawl
program diagnostics
privacy
Phased arrays
pattern classification
Metrics
Malware Clustering
malware classification
antivirus software detection
malware
lightweight malware classification
internet
Human behavior
Electronic mail
dynamic analysis
Databases
Data mining
cyber threats
computer viruses
arrays
biblio
Hierarchical learning for automated malware classification
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
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)
biblio
Binary malware image classification using machine learning with local binary pattern
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
machine learning
visualization
Trojan horses
Support vector machines
Resiliency
resilience
pubcrawl
privacy
pattern classification
Metrics
malware images
malware classification methodology
malware classification
malware
binary image
local binary pattern
learning (artificial intelligence)
LBP feature
invasive software
image texture
image descriptors
Image color analysis
image classification
Human behavior
feature extraction
Cyber-security
classification
binary malware image classification
biblio
Machine Learning and Images for Malware Detection and Classification
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
classification
clustering
computer vision
Human behavior
Image Processing
machine learning
Malware Analysis
malware classification
malware detection
Metrics
privacy
pubcrawl
resilience
Resiliency
biblio
A Novel Malware Analysis for Malware Detection and Classification Using Machine Learning Algorithms
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
cuckoo sandbox
Human behavior
malware classification
malware detection
Metrics
privacy
pubcrawl
resilience
Resiliency
SMO
static and dynamic analysis
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