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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
UNSW-NB15
biblio
Performance Analysis on Denial of Service attack using UNSW-NB15 Dataset
Submitted by aekwall on Fri, 04/01/2022 - 1:07pm
Intrusion Detection
feature extraction
pubcrawl
Resiliency
cyberattack
Compositionality
Performance analysis
malware
network security
Predictive Metrics
information management
scientific computing
DoS
filtering theory
UNSW-NB15
Scientific Computing Security
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outdated datasets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
Experimental Evaluation of a Multi-Layer Feed-Forward Artificial Neural Network Classifier for Network Intrusion Detection System
Submitted by grigby1 on Mon, 04/02/2018 - 11:40am
network intrusion detection system
water
UNSW-NB15 dataset
UNSW-NB15
unseen data
Training
testing
security of data
Resiliency
resilience
pubcrawl
policy-based governance
pattern classification
Neural networks
network security
Artificial Neural Networks
multilayer feed-forward artificial neural Network
Metrics
Measurement
learning (artificial intelligence)
intrusion detection system
Intrusion Detection
H2O
feedforward neural nets
deep learning binomial classifier
deep learning
conventional machine-learning algorithms
complex features
Big Data
