Skip to Main Content Area
CPS-VO
Contact Support
Browse
Calendar
Announcements
Repositories
Groups
Search
Search for Content
Search for a Group
Search for People
Search for a Project
Tagcloud
› Go to login screen
Not a member?
Click here to register!
Forgot username or password?
Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
class imbalance
biblio
A Machine Learning Approach to Detection of Critical Alerts from Imbalanced Multi-Appliance Threat Alert Logs
Submitted by grigby1 on Thu, 05/19/2022 - 11:56am
Noise measurement
Oversampling
data cleaning
class imbalance
alert screening
alert fatigue
threat vectors
cleaning
automation
Training
Metrics
Big Data
privacy
pubcrawl
Support vector machines
security
machine learning
biblio
SE-IDS: A Sample Equalization Method for Intrusion Detection in Industrial Control System
Submitted by grigby1 on Fri, 03/25/2022 - 10:45am
class imbalance
Classification algorithms
composability
Compositionality
generative adversarial networks
industrial control
industrial control system
Industries
integrated circuits
Intrusion Detection
particle swarm optimization
pubcrawl
security
Swarm Intelligence
biblio
Tackling Class Imbalance in Cyber Security Datasets
Submitted by aekwall on Mon, 11/09/2020 - 12:12pm
Compositionality
Information Reuse and Security
Velocity measurement
UNSW-NB15
Size measurement
SANTA dataset
outdated datasets
old attacks
information infrastructure
cyber security datasets
class imbalance
class imbalance problem
security of data
Predictive models
cyber security
computer security
cyber-attacks
Training
machine learning
pubcrawl
Resiliency
learning (artificial intelligence)
machine learning algorithms
Time measurement
biblio
Threshold Based Optimization of Performance Metrics with Severely Imbalanced Big Security Data
Submitted by grigby1 on Fri, 04/03/2020 - 11:18am
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
biblio
Malicious HTML File Prediction: A Detection and Classification Perspective with Noisy Data
Submitted by grigby1 on Wed, 03/06/2019 - 3:25pm
learning (artificial intelligence)
synthetic minority oversampling technique
SMOTE
Resiliency
resilience
pure detection model
pubcrawl
protection systems
pattern classification
noisy data
networked systems
malicious HTML file prediction
malicious HTML file classification
machine learning
Autonomic Security
Intrusion Detection
Hypertext systems
hypermedia markup languages
feature selection technique
feature extraction
Decision trees
data quality
cybersecurity challenges
computer security
computer network security
composability
class imbalance
Browsers
