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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
malware
biblio
Pixel-based Feature for Android Malware Family Classification using Machine Learning Algorithms
Submitted by aekwall on Mon, 02/07/2022 - 4:05pm
support vector machine
scientific computing
Random Forest
pixel-based
Naive Bayes
k-nearest neighbours
malware classification
Gray-scale
support vector machine classification
Android malware
privacy
Predictive Metrics
Decision trees
Decision Tree
malware
Human behavior
Resiliency
pubcrawl
machine learning algorithms
machine learning
biblio
Metamorphic Detection of Repackaged Malware
Submitted by aekwall on Mon, 02/07/2022 - 4:05pm
Mobile Apps
Training
Support vector machines
Resiliency
repackaged malware
pubcrawl
privacy
Predictive Metrics
Neural networks
Computer bugs
Mobile Applications
malware detection
malware classification
malware
Index Terms—machine learning
Human behavior
feature extraction
biblio
Visual Malware Classification Using Transfer Learning
Submitted by aekwall on Mon, 02/07/2022 - 4:05pm
deep learning
visualisation
transfer learning
convolutional neural network
malware classification
Gray-scale
classification
Electric potential
Predictive Metrics
Benchmark testing
malware
Human behavior
Resiliency
pubcrawl
feature extraction
privacy
visualization
biblio
A Weak Coupling of Semi-Supervised Learning with Generative Adversarial Networks for Malware Classification
Submitted by aekwall on Mon, 02/07/2022 - 4:04pm
Neural networks
privacy
Couplings
pubcrawl
Resiliency
Human behavior
generative adversarial networks
Technological innovation
malware
deep learning
Market research
Predictive Metrics
classification
Semisupervised learning
malware classification
biblio
AE-DCNN: Autoencoder Enhanced Deep Convolutional Neural Network For Malware Classification
Submitted by aekwall on Mon, 02/07/2022 - 4:04pm
Resiliency
Pattern recognition
Image coding
deep convolutional neural network
autoencoder
malware classification
Predictive Metrics
malware
Human behavior
reverse engineering
pubcrawl
Training
deep learning
privacy
information security
Transforms
security
biblio
Enhancing Image-Based Malware Classification Using Semi-Supervised Learning
Submitted by aekwall on Mon, 02/07/2022 - 4:04pm
Costs
semi-supervised learning
ResNet
Malware Visualization’ ∏-Model
malware classification
LeNet
image-based
Semisupervised learning
Gray-scale
Data models
Predictive Metrics
supervised learning
CNN
malware
Human behavior
Resiliency
pubcrawl
privacy
biblio
EC-Model: An Evolvable Malware Classification Model
Submitted by aekwall on Mon, 02/07/2022 - 4:04pm
Task Analysis
privacy
deep learning
Training
pubcrawl
Resiliency
Human behavior
malware
malware detection
Neurons
Labeling
Predictive Metrics
Adaptation models
multi-task learning
malware classification
biblio
Co-training For Image-Based Malware Classification
Submitted by aekwall on Mon, 02/07/2022 - 4:03pm
visualization
privacy
Training
feature extraction
pubcrawl
Resiliency
Human behavior
computer security
malware
malware detection
Predictive Metrics
Collaborative Work
co-learning
Gray-scale
Semisupervised learning
malware classification
biblio
Detecting Malware, Malicious URLs and Virus Using Machine Learning and Signature Matching
Submitted by grigby1 on Mon, 02/07/2022 - 3:47pm
prediction
Virus
URL Detection
Signature Matching
Regression
signature
Malware Analysis
Random Forest
computer viruses
classification
Frequency conversion
Uniform resource locators
privacy
Trojan horses
malware
Radio frequency
Resiliency
resilience
Metrics
Human behavior
pubcrawl
machine learning
security
biblio
Machine Learning Based Improved Malware Detection Schemes
Submitted by grigby1 on Mon, 02/07/2022 - 3:47pm
Analytical models
machine learning based detection
computer system malware
analysis of malware
Malware Analysis
malware detection
Task Analysis
malware
standards
privacy
Radio frequency
Resiliency
resilience
Metrics
Human behavior
pubcrawl
feature extraction
deep learning
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