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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
classification accuracy
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
An Analytical Framework for Security-Tuning of Artificial Intelligence Applications Under Attack
Submitted by grigby1 on Thu, 08/13/2020 - 4:07pm
artificial intelligence applications
artificial intelligence security
signal classification
security-tuning
perturbation attack
parameters tuning
ML parameters
ML experts
ML algorithms
medical signal processing
k-nearest neighbors algorithm
input data perturbation attack
electroencephalography
electroencephalogram signals
EEG dataset
data classification
learning (artificial intelligence)
analytical framework
AI application
classification accuracy
tuning
testing
Prediction algorithms
Perturbation methods
machine learning algorithms
optimization
pubcrawl
Artificial Intelligence
security
machine learning
security of data
biblio
Recognizing Driver Talking Direction in Running Vehicles with a Smartphone
Submitted by aekwall on Mon, 08/03/2020 - 9:16am
direction-of-arrival estimation
Acoustic Fingerprints
time-of-arrival estimation
talking status identification
speech signal
Source separation
safety enhancement
recognition
phone placements
multipath effects
microphones
in-vehicle environment
fingerprint based sound source localization approaches
driver talking direction recognition
Driver Talking Direction
driver distraction
road safety
channel fingerprint extraction
Acoustic signal processing
driver information systems
signal classification
classification accuracy
fingerprint
speech processing
Human Factors
smartphone
smart phones
composability
pubcrawl
Human behavior
Resiliency
biblio
A Differential Privacy Random Forest Method of Privacy Protection in Cloud
Submitted by aekwall on Mon, 06/22/2020 - 10:19am
Decision trees
random forest classification algorithm
random forest algorithm
hybrid decision tree algorithm
high privacy protection
high classification performance
differential privacy random forest method
differential privacy protection
Forestry
classification accuracy
privacy protection
differential privacy
Cloud Computing
Prediction algorithms
pattern classification
privacy
composability
pubcrawl
Human behavior
Resiliency
Random Forest
Classification algorithms
data privacy
Scalability
biblio
Generative Adversarial Network with Folded Spectrum for Hyperspectral Image Classification
Submitted by grigby1 on Fri, 06/12/2020 - 11:22am
image classification
spectral-based classification methods
spectral texture
Shape
Semisupervised learning
semi-supervised learning
Scalability
Resiliency
resilience
pubcrawl
original spectral vector
nonadjacent spectral bands
neural nets
Metrics
learning (artificial intelligence)
labeled dataset
2D square spectrum
Hyperspectral imaging
hyperspectral image classification
Hyperspectral classification
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
FS-GAN
folded spectrum
feature matching strategy
feature extraction
fake folded spectrum
Classification algorithms
classification accuracy
abundant spectral information
biblio
Deep Embedding Logistic Regression
Submitted by aekwall on Mon, 05/11/2020 - 10:28am
Predictive models
nonlinear dimension-wise feature embedding
narrow neural network
LR
interpretability
DNNs
DELR
deep embedding logistic regression
classification accuracy
actionability
network accountability
accountability
deep neural networks
Numerical models
Kernel
regression analysis
Mathematical model
Logistics
pattern classification
Neural networks
neural nets
Metrics
classification
composability
pubcrawl
Resiliency
learning (artificial intelligence)
feature extraction
biblio
Intelligent Malware Detection Using Oblique Random Forest Paradigm
Submitted by grigby1 on Mon, 06/10/2019 - 1:02pm
resilience
malware classification datasets
Metrics
Oblique Random Forest
oblique random forest ensemble learning technique
oblique random forest paradigm
pattern classification
privacy
pubcrawl
malware classification
Resiliency
security community
signature-based detection techniques
stealthy malware
Support vector machines
Trojan horses
unknown malware
behavior-based detection techniques
malware behavior
machine learning solutions
machine learning
learning (artificial intelligence)
invasive software
intelligent malware detection
Human behavior
Forestry
feature extraction
false positive rate
Decision trees
decision tree learning models
computerized online applications
comprehensive malware detection
classification accuracy
