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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
malware
biblio
Provably Robust Decisions based on Potentially Malicious Sources of Information
Submitted by aekwall on Tue, 10/12/2021 - 3:13pm
security
Robustness
Routing
pubcrawl
Resiliency
Decision Making
Compositionality
malware
Predictive Metrics
provable security
cognition
Information systems
malicious reporting
Provable robustness
trust-based security
biblio
On the Effectiveness of Application Permissions for Android Ransomware Detection
Submitted by aekwall on Mon, 10/04/2021 - 1:54pm
malware
pattern locks
permissions
dataset
Data mining
applications
android
Accuracy
detection
Ransomware
security
Human behavior
Resiliency
Scalability
pubcrawl
feature extraction
Analytical models
Predictive models
internet
computer science
biblio
Formal Analysis and Verification of Industrial Control System Security via Timed Automata
Submitted by grigby1 on Thu, 09/30/2021 - 12:55pm
model checking
Valves
timed automata
security
Resiliency
resilience
pubcrawl
process control
PLC
multiple fault diagnosis
automata
Metrics
malware detection
malware
ICS security
Human Factors
Human behavior
cyber physical systems
Clocks
biblio
Cross Platform IoT-Malware Family Classification Based on Printable Strings
Submitted by grigby1 on Tue, 09/21/2021 - 3:57pm
Malware Analysis
Training
Task Analysis
static analysis
Resiliency
resilience
pubcrawl
privacy
Metrics
malware classication
computer security
malware
machine learning
IoT malware
Internet of Things
Human behavior
Ground penetrating radar
Geophysical measurement techniques
feature extraction
biblio
Malware Classification Framework Using Convolutional Neural Network
Submitted by grigby1 on Tue, 09/21/2021 - 3:56pm
Biological neural networks
convolutional neural network
Data models
deep learning
dense neural network
feature extraction
Hidden Markov models
Human behavior
malware
malware classication
Metrics
Neural networks
privacy
pubcrawl
resilience
Resiliency
biblio
Malware Classification Using Recurrence Plots and Deep Neural Network
Submitted by grigby1 on Tue, 09/21/2021 - 3:56pm
pubcrawl
visualization
Transforms
transfer learning
Task Analysis
static analysis
Resiliency
resilience
Recurrence Plots
convolutional neural networks
programming
privacy
Metrics
malware classification
malware classication
malware
Human behavior
deep learning
biblio
Malware Family Classification Using Active Learning by Learning
Submitted by grigby1 on Tue, 09/21/2021 - 3:56pm
malware classication
uncertainty
Support vector machines
Resiliency
resilience
pubcrawl
privacy
Metrics
malware classification
active learning
malware
Malicious Traffic Detection
machine learning
Human behavior
feature extraction
Data models
Cybersecurity
computer security
biblio
Using Federated Learning on Malware Classification
Submitted by grigby1 on Tue, 09/21/2021 - 3:55pm
malware classication
Training
testing
Support vector machines
Resiliency
resilience
pubcrawl
privacy
Metrics
malware family
Artificial Intelligence
malware
machine learning
Human behavior
federated learning
feature extraction
Data models
computer security
classification
biblio
End-to-End Multimodel Deep Learning for Malware Classification
Submitted by grigby1 on Tue, 09/21/2021 - 3:55pm
malware classification
Training
Resiliency
resilience
recurrent neural network
pubcrawl
privacy
Neurons
Multimodel
Metrics
convolutional neural network
malware classication
malware
machine learning
Logic gates
Kernel
Human behavior
feature extraction
End-to-end learning
deep learning
biblio
Complexity-Based Convolutional Neural Network for Malware Classification
Submitted by grigby1 on Tue, 09/21/2021 - 3:55pm
malware classication
static analysis
scientific computing
Robustness
Resiliency
resilience
pubcrawl
privacy
Metrics
malware classification
complexity
malware
machine learning
Image Processing
Human behavior
Fractals
feature extraction
convolutional neural network
computer architecture
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