FlowFrontiers

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8 repositories

AutoFlow
Public
Supporting page for the manuscript titled, "AutoFlow: An Autoencoder-based Approach for IP Flow Record Compression with Minimal Impact on Traffic Classification."
machine-learning compression autoencoder network-traffic-classification ip-flow size-reduction
Jupyter Notebook
•0•0•0•0•Updated Sep 15, 2024Sep 15, 2024
CyberML-CompleteVsFirstN
Public
Jupyter Notebook
•0•0•0•0•Updated Jun 25, 2024Jun 25, 2024
CyberML-DataQuality
Public
Supporting page for the manuscript titled "Evaluating ML-Based Anomaly Detection Across Datasets of Varied Integrity: A Case Study"
machine-learning random-forest intrusion-detection anomaly-detection
Jupyter Notebook
•0•0•0•0•Updated Jun 25, 2024Jun 25, 2024
ServDeg-Dataset
Public
Supporting page for the manuscript titled "Unveiling Latency-Induced Service Degradation: A Methodological Approach with Dataset"
quality-of-experience network-performance delay-analysis service-degradation jitter-analysis
Jupyter Notebook
•0•0•0•0•Updated Apr 25, 2024Apr 25, 2024
IFLforTFC
Public
Supporting page for the manuscript titled, "Incremental Federated Learning for Traffic Flow Classification in Heterogeneous Data Scenarios."
machine-learning incremental-learning federated-learning network-traffic-classification
Jupyter Notebook
•2•3•0•0•Updated Feb 21, 2024Feb 21, 2024
AGFA
Public
Python
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GNU General Public License v3.0
•0•1•0•0•Updated Nov 3, 2023Nov 3, 2023
P4toNFV
Public
Supporting page for the manuscript titled "P4toNFV: Offloading from P4 Switches to NFV in Programmable Data Planes."
optimization offloading nfv vnf p4 programmable-data-plane pnf
Jupyter Notebook
•0•1•0•0•Updated Sep 12, 2023Sep 12, 2023
flowfrontiers.github.io
Public
FlowFrontiers website
0•0•0•0•Updated Aug 2, 2023Aug 2, 2023