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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
apache spark
biblio
A Step Towards Improvement in Classical Honeypot Security System
Submitted by grigby1 on Fri, 03/31/2023 - 10:17am
Data Security
Medium Interaction Honeypot
Low Interaction Honeypot
High Interaction Honeypot Security
Resiliency
big data security in the cloud
apache spark
Technological innovation
parallel processing
machine learning
Big Data
Scalability
network security
resilience
Metrics
pubcrawl
Organizations
biblio
DDoS Attack Detection System using Apache Spark
Submitted by grigby1 on Wed, 04/13/2022 - 9:31am
Scalability
distributed processing
Classification of DDos attack
DDoS attack detection
HDFS
denial-of-service attack
DDoS Attack
Cluster Computing
apache spark
Training
Metrics
Decision trees
telecommunication traffic
Resiliency
resilience
Human behavior
pubcrawl
machine learning
biblio
A Comparison of Performance Metrics with Severely Imbalanced Network Security Big Data
Submitted by grigby1 on Fri, 08/28/2020 - 2:53pm
sampling
pattern classification
Performance Metrics
Precision-Recall Curve
Predictive models
pubcrawl
Radio frequency
resilience
Resiliency
minority classes
sampling distribution ratio
sampling methods
Scalability
severe class imbalance
severely imbalanced network security big data
Sparks
testing dataset roles
Training
Data mining
Apache Spark framework
area under the receiver operating characteristic curve
Big Data
Big Data Analytics
big data security metrics
Cluster Computing
computer network security
data analysis
apache spark
Geometric Mean
imbalanced data
learning (artificial intelligence)
machine learning
majority class
Measurement
metrics testing
Metrics
biblio
New Authentication Concept Using Certificates for Big Data Analytic Tools
Submitted by aekwall on Mon, 05/20/2019 - 9:02am
apache spark
Big Data Analytic Tools
Human behavior
Kerberos
Metrics
Multi Factor Authentication
pubcrawl
Resiliency
Transport Layer Security (TLS)
biblio
Reducing Data Complexity in Feature Extraction and Feature Selection for Big Data Security Analytics
Submitted by grigby1 on Fri, 02/08/2019 - 3:15pm
pubcrawl
heterogeneous data
Human behavior
input logs preprocessing
learning (artificial intelligence)
machine learning
machine learning algorithms
Metrics
network sensors
Feature Selection
pyspark
Python
python API
Resiliency
security
security of data
Task Analysis
apache spark
feature extraction
data mining techniques
Data mining
data complexity
cybersecurity threats
cybersecurity attacks
cyber security
computational complexity
composability
Complexity theory
big data security analytics
Big Data
artificial intelligence security
Artificial Intelligence
application program interfaces
biblio
A Scalable Real-Time Framework for DDoS Traffic Monitoring and Characterization
Submitted by grigby1 on Thu, 05/24/2018 - 11:08am
apache kafka
apache spark
composability
Data mining
DDoS detection
ddos monitoring
distributed denial-of-service attacks
Human behavior
Metrics
network security
pubcrawl
relational database security
relational databases
resilience
Resiliency
streaming analytics
biblio
A Big Data Framework for Intrusion Detection in Smart Grids Using Apache Spark
Submitted by grigby1 on Tue, 02/06/2018 - 12:44pm
pattern classification
Voltage measurement
synchrophasor dataset classification
Support vector machines
smart power grids
Smart Grids
Smart Grid
self-healing system
security of data
Scalability
Resiliency
pubcrawl
Power industry
power engineering computing
Phasor Measurement Unit
phasor measurement
apache spark
Metrics
machine learning techniques
learning (artificial intelligence)
intrusion detection system
Intrusion Detection
Feature Selection
feature extraction
Electricity supply industry
dimensionality reduction algorithm
Data mining
data analysis
big data security metrics
big data framework
Big Data Analytics
Big Data
