A Pytorch implementation of DeepLog's log key anomaly detection model.
- python>=3.6
- pytorch==1.0.1
- tensorboardX==1.7
The dataset can be downloaded HERE.
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.
If you have any questions, please open an issue.
Welcome to pull requests to implement the rest of this paper!