https://github.com/zpettry/ai-autoencoder-for-http-log-anomaly-detection

AI: Autoencoder for HTTP Log Anomaly Detection
https://github.com/zpettry/ai-autoencoder-for-http-log-anomaly-detection

ai autoencoder deep-learning ipynb keras neuralnetwork tensorflow

Last synced: 26 days ago
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AI: Autoencoder for HTTP Log Anomaly Detection

• Host: GitHub
• URL: https://github.com/zpettry/ai-autoencoder-for-http-log-anomaly-detection
• Owner: zpettry
• License: mit
• Created: 2019-01-01T23:29:34.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2019-01-20T19:30:56.000Z (almost 6 years ago)
• Last Synced: 2024-10-11T15:40:59.228Z (26 days ago)
• Topics: ai, autoencoder, deep-learning, ipynb, keras, neuralnetwork, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 145 KB
• Stars: 13
• Watchers: 1
• Forks: 7
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
AI: Autoencoder for HTTP Log Anomaly Detection

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Model Overview

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![Reconstruction error vs. data](https://www.zpettry.com/assets/reconstruction_error_graph.JPG)

![Reconstruction error statistics](https://www.zpettry.com/assets/reconstruction_error_stat.JPG)

Web site and documentation

--------------------------

Blog and additional information about this project is available at the web site:

  https://www.zpettry.com/ai+cybersecurity/ai-autoencoder-anomaly-detection/

License

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This code is licensed under the terms of the MIT License (see the file

LICENSE).