https://github.com/justinhennis1/flownet

Training data
https://github.com/justinhennis1/flownet

cybersecurity machine-learning network-analysis

Last synced: 3 months ago
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Training data

• Host: GitHub
• URL: https://github.com/justinhennis1/flownet
• Owner: JustinHennis1
• Created: 2024-02-17T03:45:38.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-02-28T00:57:37.000Z (over 1 year ago)
• Last Synced: 2025-01-13T12:19:09.267Z (5 months ago)
• Topics: cybersecurity, machine-learning, network-analysis
• Language: Jupyter Notebook
• Homepage:
• Size: 11.2 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: Readme.md

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README

        
# ML Models for Network Analysis

## Preliminary testing of different machine learning libraries to effectively predict the correct label for malicious packet traces sent across a network. Data sets were sampled from CIC Flowmeter 2019 datasets. The size of the samples are about 10000 rows and these models show above 95% accuracy.

###Sci-kit Learn Library