principal component analysis

biblio

Robust Early Stage Botnet Detection using Machine Learning

Submitted by grigby1 on Tue, 03/09/2021 - 2:22pm

botnet
Botnet detection
botnet detection techniques
botnets
click fraud
Command and Control Channel (C&C)
composability
Computer crime
computer network security
cyberattacks
Cybersecurity
DDoS
early-stage botnet detection
efficient detection rate
feature extraction
feature selection techniques
fraud
identity theft
invasive software
learning (artificial intelligence)
machine learning classifiers
malware
Metrics
PCA
principal component analysis
Protocols
pubcrawl
Random Forest
resilience
Resiliency
robust early stage botnet detection
security of data
Servers
Support vector machines
telecommunication security

biblio

Explainable Detection of Zero Day Web Attacks

Submitted by grigby1 on Thu, 03/04/2021 - 2:56pm

Anomaly
Anomaly Detection
composability
defense
explanation
Metrics
Pipelines
principal component analysis
Protocols
pubcrawl
resilience
Resiliency
security
Sparse matrices
Task Analysis
web security
zero day
Zero day attacks

biblio

Towards implementing fast and scalable Network Intrusion Detection System using Entropy based Discretization Technique

Submitted by grigby1 on Tue, 02/23/2021 - 2:57pm

anomaly based IDS
computer network security
discretization
Entropy
entropy based discretization technique
feature extraction
Hidden Markov models
IDS systems
Intrusion Detection
intrusion detection system
machine learning
network attack
network intrusion detection system
network packets
Network reconnaissance
networking technologies
principal component analysis
pubcrawl
Reconnaissance
resilience
Resiliency
Scalability
Training
Training data

biblio

Optimal Image Watermark Technique Using Singular Value Decomposition with PCA

Submitted by aekwall on Mon, 02/15/2021 - 4:43pm

principal component analysis
pubcrawl
Metrics
PCA
data compression
Image coding
image watermarking
Watermarking
cyber physical systems
Color
Compositionality
Matrix decomposition
Matrix converters
discrete wavelet transforms
singular value decomposition
banknote authentication
discrete wavelet transformation-singular value decomposition approach
image compression
intellectual property right
optimum digital image watermark technique
peak signal-to-noise ratio
principle component analysis
tracing copyright infringements
wavelet transformation
decomposition

biblio

Using Singular Value Decomposition to Reduce Dimensionality of Initial Data Set

Submitted by aekwall on Mon, 02/15/2021 - 4:43pm

pubcrawl
Metrics
data analysis
cyber physical systems
principal component analysis
Compositionality
Matrix decomposition
Symmetric matrices
Eigenvalues and eigenfunctions
Matrix converters
singular value decomposition
initial data set
left eigenvectors
matrix rank
reduce dimensionality
right eigenvectors
singular value matrix
SVD
decomposition

biblio

Image Processing Technique for Smart Home Security Based On the Principal Component Analysis (PCA) Methods

Submitted by aekwall on Mon, 01/25/2021 - 12:51pm

security
principal component analysis
Resiliency
Human behavior
pubcrawl
composability
Metrics
Databases
PCA
microcontrollers
security system
Smart homes
home automation
actuators
face recognition
Webcams
actuator security
Face detection
smart home security
buzzer
image processing technique
OpenCV
Principal Component Analysis method
Python software
Raspberry Pi
Raspberry pi 3 microcontroller
solenoid door lock actuator
test data
webcam camera

biblio

A Study of Big Data Security on a Partitional Clustering Algorithm with Perturbation Technique

Submitted by grigby1 on Mon, 12/28/2020 - 12:40pm

Accuracy
Big Data
big data privacy
big data security
Clustering algorithms
Clustering Tme
Conferences
data privacy
Distributed databases
execution time
F-Socre Measure
Hadoop distributed file system
HDFS
Human behavior
Metrics
parallel processing
partitional clustering algorithm
Partitioning algorithms
pattern clustering
PCA
Perturbation methods
perturbation technique
Precision
principal component analysis
privacy preserving
pubcrawl
resilience
Resiliency
Scalability
security
security of data

biblio

Efficient Network Intrusion Detection Using PCA-Based Dimensionality Reduction of Features

Submitted by grigby1 on Tue, 12/01/2020 - 1:47pm

Bayes methods
Bayesian network
belief networks
binary classification
CICIDS2017 network intrusion dataset
class distribution parameters
composability
detection rate
dimensionality reduction
feature dimensionality reduction approach
feature extraction
high-dimensional features
IDS
imbalanced class distributions
imbalanced data
imbalanced distribution
intrusion detection system
IP networks
learning (artificial intelligence)
low-dimensional features
machine learning
Measurement
minority class instances
multiclass classification show
multiclass combined performance metric
network intrusion detection system
network traffic
PCA
PCA-based dimensionality reduction
principal component analysis
pubcrawl
resilience
Resiliency
security of data
Support vector machines

biblio

Intrusion Detection Method of Industrial Control System Based on RIPCA-OCSVM

Submitted by grigby1 on Fri, 10/16/2020 - 11:32am

Anomaly Detection
anomaly detection model
anomaly intrusion detection algorithm
feature extraction
ICs
industrial control
industrial control system
Industrial Control Systems
industrial data sets
integrated circuits
Intrusion Detection
learning (artificial intelligence)
OCSVM
one-class support vector machine
outlier
particle swarm optimisation
pattern classification
principal component analysis
Protocols
pubcrawl
resilience
Resiliency
RIPCA
RIPCA algorithm
RIPCA-OCSVM
Robust Incremental Principal Component Analysis
Scalability
security of data
single classification problem
Support vector machines

biblio

Person Identification from Visual Aesthetics Using Gene Expression Programming

Submitted by aekwall on Mon, 10/12/2020 - 11:46am

programming
feature extraction
Human behavior
pubcrawl
social networking (online)
pattern classification
Cybersecurity
trees (mathematics)
human computer interaction
principal component analysis
biometrics (access control)
visualization
Pattern recognition
Head
Behavioral biometrics
aesthetic feature dimensionality reduction
aesthetics
behavioral biometric
discriminatory features
feature recombination
Flickr users
Gene expression
gene expression programming
Genetics
online human interactions
person identification
personal activities
physical traits
professional activities
tree-based genetic approach
users aesthetic preferences
visual aesthetic
Human Behavior and Cybersecurity

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Cyber-Physical Systems Virtual Organization

Fostering collaboration among CPS professionals in academia, government, and industry

principal component analysis

Robust Early Stage Botnet Detection using Machine Learning

Explainable Detection of Zero Day Web Attacks

Towards implementing fast and scalable Network Intrusion Detection System using Entropy based Discretization Technique

Optimal Image Watermark Technique Using Singular Value Decomposition with PCA

Using Singular Value Decomposition to Reduce Dimensionality of Initial Data Set

Image Processing Technique for Smart Home Security Based On the Principal Component Analysis (PCA) Methods

A Study of Big Data Security on a Partitional Clustering Algorithm with Perturbation Technique

Efficient Network Intrusion Detection Using PCA-Based Dimensionality Reduction of Features

Intrusion Detection Method of Industrial Control System Based on RIPCA-OCSVM

Person Identification from Visual Aesthetics Using Gene Expression Programming