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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
malware classification
biblio
Empowering convolutional networks for malware classification and analysis
Submitted by grigby1 on Tue, 01/23/2018 - 3:53pm
pattern classification
malware
Malware Analysis
malware analytics
malware classification
malware families
metadata
Metrics
Neural networks
malicious executable detection
PE files
portable executable files
privacy
pubcrawl
Resiliency
statistical analysis
statistical machine learning
Feedforward neural networks
convolutional networks
convolutional neural constructs
Data mining
disassembled malicious binary execution sequences
feature extraction
feature plain vectorization
feedforward neural constructs
feedforward neural nets
Convolutional codes
hierarchical feature extraction
Human behavior
information feature extraction
instruction n-grams convolution
invasive software
learning (artificial intelligence)
malicious executable classification
biblio
Improving the effectiveness and efficiency of dynamic malware analysis with machine learning
Submitted by grigby1 on Tue, 01/23/2018 - 3:52pm
malware
static analysis
sandbox environment
Resiliency
pubcrawl
privacy
Predictive models
pattern classification
Metrics
malware detection
malware classification
Malware Analysis
Analytical models
machine learning
learning (artificial intelligence)
invasive software
information extraction
Human behavior
feature extraction
Dynamic Malware Analysis
dynamic malware
Data mining
Cybersecurity
computer security
biblio
Malware Detection Using Dynamic Birthmarks
Submitted by grigby1 on Fri, 09/15/2017 - 11:11am
dynamic analysis
Hidden Markov models
Human behavior
malware
malware classification
Metrics
privacy
profile hidden markov models
pubcrawl
Resiliency
static analysis
biblio
Learning from Big Malwares
Submitted by grigby1 on Fri, 09/15/2017 - 11:11am
Human behavior
malware classification
Metrics
privacy
pubcrawl
Resiliency
biblio
A Safeguard Against Fast Self-propagating Malware
Submitted by grigby1 on Fri, 09/15/2017 - 11:10am
Cyber defence
False Data Detection
Human behavior
malware
malware classification
Metrics
network worm
privacy
pubcrawl
Resiliency
worm containment
biblio
Document Engineering Issues in Malware Analysis
Submitted by grigby1 on Fri, 09/15/2017 - 11:10am
document engineering
Human behavior
Malware Analysis
malware classification
Metrics
privacy
pubcrawl
Resiliency
biblio
MAXS: Scaling Malware Execution with Sequential Multi-Hypothesis Testing
Submitted by grigby1 on Fri, 09/15/2017 - 11:10am
bare-metal analysis
Human behavior
Malware Analysis
malware classification
malware sandbox
Metrics
privacy
pubcrawl
Resiliency
sandboxing
biblio
Android Malware Detection Using Category-Based Machine Learning Classifiers
Submitted by grigby1 on Fri, 09/15/2017 - 11:10am
Android Malware Detection
Human behavior
machine learning
malware classification
Metrics
privacy
pubcrawl
Resiliency
static analysis
biblio
Pinpointing Mobile Malware Using Code Analysis
Submitted by grigby1 on Fri, 09/15/2017 - 11:10am
classification
Human behavior
machine learning
malware classification
malware detection
Metrics
privacy
pubcrawl
Resiliency
static analysis
trace features
biblio
Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification
Submitted by grigby1 on Fri, 09/15/2017 - 11:10am
classification
computer security
Human behavior
machine learning
malware classification
malware family
Metrics
microsoft malware classification challenge
privacy
pubcrawl
Resiliency
windows malware
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