Survey on anomaly detection technology based on logs

Log information has become an important information resource in the rapid development of information systems. Through the analysis of logs, abnormal detection, fault diagnosis and performance diagnosis can be performed. The log-based anomaly detection technology was focused on. Firstly, the currentl...

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Bibliographic Details
Main Authors: ZHANG Yingjun, ZHANG Haixia, HUANG Kezhen, LIU shangqi, YANG Mu
Format: Article
Language:English
Published: POSTS&TELECOM PRESS Co., LTD 2020-12-01
Series:网络与信息安全学报
Subjects:
Online Access:http://www.infocomm-journal.com/cjnis/CN/10.11959/j.issn.2096-109x.2020072
Description
Summary:Log information has become an important information resource in the rapid development of information systems. Through the analysis of logs, abnormal detection, fault diagnosis and performance diagnosis can be performed. The log-based anomaly detection technology was focused on. Firstly, the currently used log-based anomaly detection framework was introduced, and then the key link technologies such as log analysis and log anomaly detection were focused on. Finally, the current technology was summarized and suggestions for future research directions were given.
ISSN:2096-109X