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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Android malware
biblio
DynaMalDroid: Dynamic Analysis-Based Detection Framework for Android Malware Using Machine Learning Techniques
Submitted by grigby1 on Wed, 09/20/2023 - 9:51am
operating systems
vulnerabilities
Technological innovation
system calls
Support vector machines
Resiliency
resilience
pubcrawl
privacy
Android malware
Metrics
Malware Analysis
malware
Knowledge engineering
Human behavior
feature extraction
dynamic analysis
deep learning
biblio
Flubot Malware Hybrid Analysis on Android Operating System
Submitted by grigby1 on Wed, 09/20/2023 - 9:51am
Phishing
telecommunication traffic
static analysis
source coding
Servers
Resiliency
resilience
pubcrawl
privacy
Android malware
operating systems
Metrics
Malware Analysis
Hybrid Analysis
Human behavior
flubot malware
computer viruses
biblio
Android Malware Risk Evaluation Using Fuzzy Logic
Submitted by grigby1 on Wed, 09/20/2023 - 9:50am
malware
threat assessment
static malware analysis
Resiliency
resilience
pubcrawl
privacy
Metrics
Malware Analysis
Android malware
Industries
Human behavior
grid computing
Fuzzy logic
feature extraction
data analysis
Complexity theory
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
EntropLyzer: Android Malware Classification and Characterization Using Entropy Analysis of Dynamic Characteristics
Submitted by grigby1 on Mon, 02/07/2022 - 3:43pm
Big Data
malware characterization
entropy analysis
Android malware
Malware Analysis
malware classification
automation
data analysis
malware behavior
malware
privacy
Entropy
data privacy
batteries
Resiliency
resilience
Metrics
Human behavior
pubcrawl
biblio
An Intelligent Malware Detection and Classification System Using Apps-to-Images Transformations and Convolutional Neural Networks
Submitted by aekwall on Mon, 11/29/2021 - 1:03pm
deep learning
feature extraction
Wireless communication
pubcrawl
Scalability
Resiliency
mobile computing
malware
convolutional neural networks
static analysis
Android malware
classification
Dictionaries
signature based defense
biblio
Deep Android Malware Classification with API-Based Feature Graph
Submitted by grigby1 on Fri, 12/11/2020 - 1:33pm
invasive software
structure analysis
Silicon
security
Resiliency
resilience
pubcrawl
privacy
mobile computing
Metrics
Mathematical model
malware class
malware apps
Malware Analysis
malware
Analytical models
Human behavior
hand-refined API-based feature graph
graph theory
Feature Selection
feature extraction
deep learning
CNN-based classifier
application program interfaces
API-based feature graph classification
API features
Android malware classification
Android malware apps
Android malware
Android (operating system)
biblio
Graph Embedding Based Familial Analysis of Android Malware using Unsupervised Learning
Submitted by grigby1 on Fri, 12/11/2020 - 1:32pm
Malware Analysis
Unsupervised Learning
supervised learning
SRA
smart phones
similarity relationships
Semantics
security
Resiliency
resilience
pubcrawl
privacy
pattern clustering
pattern classification
Metrics
malware link network
analytical workload
malware
learning (artificial intelligence)
invasive software
Human behavior
graph theory
graph embedding techniques
graph embedding
GefDroid
feature extraction
familial analysis
Face
detection algorithms
application program interfaces
Android malware
biblio
MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis
Submitted by grigby1 on Fri, 12/11/2020 - 1:31pm
Robustness
Metrics
mobile computing
mobile malware scanning
privacy
program analysis
program diagnostics
pubcrawl
resilience
Resiliency
market-wide malware scanning
semantic features
Semantics
social networking (online)
social-network-based centrality analysis
static analysis
syntax-based features
transformation attacks
zero-day malware including malware samples
graph theory
Android (operating system)
Android malware
Android Malware Detection
API Centrality
fault-tolerant representation
feature extraction
Google-Play app market
graph semantics
Analysis of variance
Human behavior
invasive software
Lightweight feature
lightweight graph-based approach
MalScan
malware
Malware Analysis
Market-wide
biblio
Android Malware Family Classification Based on Sensitive Opcode Sequence
Submitted by grigby1 on Thu, 10/29/2020 - 10:09am
malware classification
sensitive semantic feature-sensitive opcode sequence
sensitive opcode
sensitive API
semantic related vector
Semantic
Resiliency
resilience
pubcrawl
privacy
pattern classification
oversampling technique
multiple class classification
mobile computing
Metrics
Android (operating system)
learning (artificial intelligence)
invasive software
Human behavior
feature extraction
family classification
Drebin dataset
Digital Forensics
code specific semantic information
application program interfaces
Android malware forensics
Android malware family classification model
Android Malware Detection
Android malware analysis
Android malware
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