Code for DeepLog: Anomaly detection and diagnosis from system logs through deep learning

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.本仓库包含DeepLog的实现代码，该代码是IEEE S&P会议DeepCASE论文[PDF]的配套研究实现，同时提供了DeepLog的PyTorch实现版本[PDF]。若在学术研究论文中使用本软件，请引用上述两项研究成果。

搜集汇总

背景与挑战

背景概述

该数据集是DeepLog的代码库，提供基于PyTorch实现的深度学习模型，用于系统日志的异常检测和诊断。它作为IEEE S&P DeepCASE论文的配套资源，要求学术使用时引用相关论文，并以MIT许可证开源发布。