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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
area under the receiver operating characteristic curve
biblio
A Comparison of Performance Metrics with Severely Imbalanced Network Security Big Data
Submitted by grigby1 on Fri, 08/28/2020 - 3:53pm
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
Threshold Based Optimization of Performance Metrics with Severely Imbalanced Big Security Data
Submitted by grigby1 on Fri, 04/03/2020 - 12:18pm
learning (artificial intelligence)
threshold based optimization
Slow HTTP POST
severely imbalanced slow HTTP DoS attack data
severely imbalanced big security data
security of data
pubcrawl
predictive security metrics
Performance Metrics
pattern classification
optimisation
Metrics
machine learning techniques
big data security metrics
imbalanced big dataset
Decision trees
cyber security domain
classifier predictive models
classifier performance
classification threshold
class imbalance
C4.5N decision tree
Big Data
AUC
area under the receiver operating characteristic curve
