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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
principal component analysis
biblio
Deep Learning Based Attribute Classification Insider Threat Detection for Data Security
Submitted by
aekwall
on Wed, 05/08/2019 - 9:49am
Logic gates
high detection rate
end-to-end detection framework
CERT insider threat dataset
attribute classifiers
attribute classification insider threat detection method
resilience
malicious insiders
insider threat
Anomaly Detection
machine learning
threat detection recall
Recurrent neural networks
recurrent neural nets
Principal Component Analysis based threat detection methods
network threat
long short term memory recurrent neural networks
pattern classification
Metrics
deep learning
pubcrawl
Human behavior
principal component analysis
learning (artificial intelligence)
feature extraction
Kernel
Data Security
security of data
biblio
A Neural Network Trojan Detection Method Based on Particle Swarm Optimization
Submitted by
grigby1
on Fri, 03/15/2019 - 11:59am
pubcrawl
Hardware
invasive software
power consumption
Trojan horses
neural nets
Cryptography
Power demand
Artificial Neural Networks
principal component analysis
particle swarm optimisation
particle swarm optimization
malicious modifications
hardware Trojan detection
Integrated circuit modeling
HSPICE power consumption simulation
intelligent neural networks algorithm
neural network Trojan detection
power aware computing
power consumption data
Principal Component Analysis algorithm
PSO NN method
RTL circuits
Side Channel Analysis technology
trojan horse detection
biblio
Feature Selection for Machine Learning-Based Early Detection of Distributed Cyber Attacks
Submitted by
aekwall
on Wed, 02/13/2019 - 12:02pm
cyberattack
security of data
Scalability
Servers
data privacy
machine learning algorithms
Support vector machines
support vector machine
C&C communication
Command & Control communication
cyber security community
DDoS Attacks
denial of services
distributed cyber attacks
early detection
Electronic mail
feature extraction
Feature Selection
learning (artificial intelligence)
machine learning
machine learning-based detection methods
principal component analysis
privacy leakage
Random Forest
Resiliency
Human behavior
Attack vectors
pubcrawl
biblio
Analyst Intuition Inspired High Velocity Big Data Analysis Using PCA Ranked Fuzzy K-Means Clustering with Multi-Layer Perceptron (MLP) to Obviate Cyber Security Risk
Submitted by
grigby1
on Wed, 11/14/2018 - 1:21pm
Analyst Intuition
analyst intuition inspired high velocity big data analysis
Artificial Intelligence
attacker IP addresses characteristics
Big Data
Clustering algorithms
computer networks
computer network security
computer security
cyber-attacks
cyber security
cyber security expert
cyber security log classification
cyber security risk
cyber threats
data analysis
Data mining
efficient security monitoring system
Expectation Regulated
expert system
expert systems
Fuzzy k-means (FKM)
fuzzy set theory
High Velocity
Human behavior
integrated datasets
invasive software
IP networks
learning (artificial intelligence)
log history annotation
malware
malware attacks
manually labelled data
MLP
Monitoring
Multi-layer Perceptron (MLP)
multilayer perceptrons
network datasets
network protocols
network user
neural network classifier multilayer perceptron base
pattern classification
pattern clustering
PCA ranked fuzzy k-means clustering
principal component analysis
Principal Component Analysis (PCA)
pubcrawl
resilience
Resiliency
Scalability
scoring system
security
special semisupervise method
statistical data generation
Virus
biblio
Protecting vehicular networks privacy in the presence of a single adversarial authority
Submitted by
grigby1
on Mon, 06/11/2018 - 3:39pm
central authority
Communication networks
composability
Conferences
Couplings
data privacy
key management
Metrics
network accountability
principal component analysis
privacy
privacy information leakage
pubcrawl
relabeling
resilience
Resiliency
road traffic
road vehicles
SCMS design
security
Security Credential Management System
single adversarial authority
single insider adversary
telecommunication security
threshold-based detection
traffic engineering computing
traffic-simulator based experiments
vehicular ad hoc network
vehicular ad hoc networks
vehicular networks privacy protection
biblio
Bad data detection in PMU measurements using principal component analysis
Submitted by
el_wehby
on Mon, 05/14/2018 - 4:49pm
bad data detection
Current measurement
Frequency measurement
Monte Carlo methods
Monte Carlo simulation
Noise measurement
Phase measurement
phasor measurement
Phasor measurement units
PMU measurements
power system
principal component analysis
system response
Transmission line measurements
Voltage measurement
1544621
biblio
Research on K Anonymity Algorithm Based on Association Analysis of Data Utility
Submitted by
grigby1
on Mon, 04/02/2018 - 12:30pm
Algorithm design and analysis
anonymity
association analysis
classification evaluation performance
composability
Correlation
correlation coefficient
data analysis
data privacy
data utility
feature maintenance
Grey relational analysis K anonymous algorithm
grey systems
Human behavior
information loss
K anonymity
K anonymity algorithm
medical data privacy
medical information systems
Metrics
optimization
PCA-GRA K anonymous algorithm
personal identity
personal privacy information
principal component analysis
Privacy preserve
pubcrawl
Publishing
resilience
Resiliency
biblio
User Behavior Anomaly Detection for Application Layer DDoS Attacks
Submitted by
grigby1
on Tue, 01/16/2018 - 6:25pm
anomalous behavior instance detection
Anomaly Detection
application layer DDoS attacks
Browsers
composability
Computer crime
computer network security
Cyber Attacks
DDoS attack detection
distributed denial of service attacks
feature extraction
file servers
HTTP DDoS attacks
HTTP Web server logs
Human behavior
internet
legitimate application layer requests
Metrics
PCA
PCA-subspace
Penetration Testing
principal component analysis
principle component analysis
protocol characteristics
Protocols
pubcrawl
Resiliency
student resource portal
subspace anomaly detection method
user behavior anomaly detection method
Web servers
web services
biblio
SDN testbed for validation of cross-layer data-centric security policies
Submitted by
grigby1
on Wed, 01/10/2018 - 12:24pm
Access Control
Communication system security
composability
computer centres
computer network security
Containers
control systems
Cross Layer Security
cross-layer data-centric security policies
Data Security
information security
military computing
OpenFlow-based testbed
operational military systems
Ports (Computers)
principal component analysis
pubcrawl
Resiliency
SDN security mechanisms
security
security policies
Servers
Software
software defined networking
software-defined networking
Software-Defined Networks
biblio
The Effect of Dimensionality Reduction on Software Vulnerability Prediction Models
Submitted by
grigby1
on Thu, 12/28/2017 - 1:30pm
computer security
confirmatory factor analysis
cross-project prediction experiments
cross-validation
Data mining
dimensionality reduction technique
Feature Selection
large software projects
learning (artificial intelligence)
machine learning
Metrics
Open Source Software
Predictive models
predictive security metrics
principal component analysis
pubcrawl
security
software metrics
statistical learning machinery
statistical prediction models
term frequencies
text analysis
Text Mining
text mining features
vulnerability prediction models
vulnerable components
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