LogEvent2vec: LogEvent-to-Vector Based Anomaly Detection for Large-Scale Logs in Internet of Things

LogEvent2vec: LogEvent-to-Vector Based Anomaly Detection for Large-Scale Logs in Internet of Things

Log anomaly detection is an efficient method to manage modern large-scale Internet of Things (IoT) systems. More and more works start to apply natural language processing (NLP) methods, and in particular word2vec, in the log feature extraction. Word2vec can extract the relevance between words and ve...

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Bibliographic Details
Main Authors: Jin Wang, Yangning Tang, Shiming He, Changqing Zhao, Pradip Kumar Sharma, Osama Alfarraj, Amr Tolba
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
log anomaly detection
word2vec
log event
log template
device management
IoT
Online Access:https://www.mdpi.com/1424-8220/20/9/2451

Internet

https://www.mdpi.com/1424-8220/20/9/2451

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