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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
malware binaries
biblio
Defending IT Systems against Intelligent Malware
Submitted by grigby1 on Mon, 06/10/2019 - 1:02pm
privacy
malware binaries
malware classification
malware detection
malware families
malware images
malware variants
Metrics
neural nets
Malware Analysis
pubcrawl
resilience
Resiliency
Signatures
static analysis
Training
unsupervised deep neural networks
adversarial examples
malware
machine learning algorithms
machine learning
learning (artificial intelligence)
IT systems
invasive software
intelligent malware
Human behavior
generative adversarial networks
generative adversarial network
Gallium nitride
dynamic analysis
Classification algorithms
ART
Antivirus Software vendors
biblio
Malware Classification with Deep Convolutional Neural Networks
Submitted by grigby1 on Mon, 06/10/2019 - 1:01pm
learning (artificial intelligence)
Support vector machines
Resiliency
resilience
pubcrawl
privacy
Microsoft malware
Metrics
malware classification
malware binaries
malware
Malimg malware
machine learning approaches
machine learning
Learning systems
challenging malware classification datasets
invasive software
image classification
Human behavior
grayscale images
Gray-scale
feedforward neural nets
deep learning framework
deep learning approach
deep learning
deep convolutional neural networks
convolutional neural networks
convolution
computer architecture
CNN
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by grigby1 on Mon, 06/10/2019 - 1:01pm
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
Malware classification using static analysis based features
Submitted by grigby1 on Wed, 06/20/2018 - 11:56am
malware classification
Vegetation
Training
static analysis
Resiliency
resilience
pubcrawl
program diagnostics
privacy
pattern classification
ordinary opcode n-gram based features
Metrics
anti-virus vendors
malware binaries
malware
machine learning features
machine learning algorithms
learning (artificial intelligence)
Human behavior
feature extraction
Decision trees
control statement shingling
computer viruses
