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Pytorch implementation of DeepLog.

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DeepLog

A Pytorch implementation of DeepLog's log key anomaly detection model.

Requirement

  • python>=3.6
  • pytorch>=1.0.0
  • tensorboardX>=1.5

Dataset

The dataset can be downloaded HERE.

Reference

Min Du, Feifei Li, Guineng Zheng, Vivek Srikumar. "Deeplog: Anomaly detection and diagnosis from system logs through deep learning." ACM SIGSAC Conference on Computer and Communications Security(CCS), 2017.

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Pytorch implementation of DeepLog.

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