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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
malware files
biblio
Adversarial Examples Against Image-based Malware Classification Systems
Submitted by grigby1 on Thu, 10/29/2020 - 10:13am
learning (artificial intelligence)
visualization
Robustness
Resiliency
resilience
pubcrawl
privacy
Perturbation methods
Metrics
malware files
malware classification
malware
mal-ware classification techniques
machine learning
adversarial attack
invasive software
image-based malware classification systems
image classification
Human behavior
DL-based classification systems
data visualisation
convolutional neural networks
convolutional neural network malware classifiers
convolutional neural nets
convolution neural network
computer vision
adversarial attacks
biblio
A Novel Machine Learning Based Malware Detection and Classification Framework
Submitted by aekwall on Mon, 10/26/2020 - 11:13am
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
Profile hidden Markov model for malware classification \#x2014; usage of system call sequence for malware classification
Submitted by grigby1 on Wed, 06/20/2018 - 11:55am
obfuscation
Trojan horses
tools
system call sequence
system call
Resiliency
resilience
pubcrawl
proteins
protein sequences
profile hidden markov model
privacy
pattern classification
obfuscation technique
bioinformatics
microsoft windows
Metrics
malware technology
malware files
malware classification
malware
invasive software
Human behavior
Hidden Markov models
Grippers
DNA sequences
DNA
biological informatics
