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DeepLog
Code for DeepLog: Anomaly detection and diagnosis from system logs through deep learning
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Description
This repository contains the code for for DeepLog that was implemented as part of the IEEE S&P DeepCASE paper [PDF], it provides a Pytorch implementation of DeepLog [PDF]. We ask people to cite both works when using the software for academic research papers.
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- MIT
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Reference papers
Mentions
- 1.Author(s): Zeya Umayya, Arpit Nandi, Amartyo Roy, Sambuddho ChakravartyPublished in Lecture Notes in Computer Science, Network and System Security by Springer Nature Singapore in 2025, page: 277-30010.1007/978-981-96-3531-3_14
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- 23.Author(s): Jun Zengy, Xiang Wang, Jiahao Liu, Yinfang Chen, Zhenkai Liang, Tat-Seng Chua, Zheng Leong ChuaPublished in 2022 IEEE Symposium on Security and Privacy (SP) by IEEE in 2022, page: 489-50610.1109/sp46214.2022.9833669
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