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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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Detalhes bibliográficos
Publicado no:Sensors (Basel)
Main Authors: Wang, Jin, Tang, Yangning, He, Shiming, Zhao, Changqing, Sharma, Pradip Kumar, Alfarraj, Osama, Tolba, Amr
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7249657/
https://ncbi.nlm.nih.gov/pubmed/32357404
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20092451
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