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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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Bibliografske podrobnosti
izdano v:Sensors (Basel)
Main Authors: Wang, Jin, Tang, Yangning, He, Shiming, Zhao, Changqing, Sharma, Pradip Kumar, Alfarraj, Osama, Tolba, Amr
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online dostop: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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