principal component analysis

biblio

Robust Early Stage Botnet Detection using Machine Learning

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

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

biblio

Explainable Detection of Zero Day Web Attacks

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

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

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

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

biblio

Optimal Image Watermark Technique Using Singular Value Decomposition with PCA

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

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

biblio

Using Singular Value Decomposition to Reduce Dimensionality of Initial Data Set

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

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

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

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

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

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

biblio

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

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

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

biblio

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

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

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

biblio

Person Identification from Visual Aesthetics Using Gene Expression Programming

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

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

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

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