An Integrated Method for Anomaly Detection From Massive System Logs

An Integrated Method for Anomaly Detection From Massive System Logs

Logs are generated by systems to record the detailed runtime information about system operations, and log analysis plays an important role in anomaly detection at the host or network level. Most existing detection methods require a priori knowledge, which cannot be used to detect the new or unknown...

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Bibliographic Details
Main Authors: Zhaoli Liu, Tao Qin, Xiaohong Guan, Hezhi Jiang, Chenxu Wang
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Anomaly detection
clustering-filtering-refinement
K-prototype clustering
k-NN classification
massive logs
Online Access:https://ieeexplore.ieee.org/document/8371223/

Internet

https://ieeexplore.ieee.org/document/8371223/

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