AI-Assisted Security Alert Data Analysis with Imbalanced Learning Methods

Intrusion analysis is essential for cybersecurity, but oftentimes, the overwhelming number of false alerts issued by security appliances can prove to be a considerable hurdle. Machine learning algorithms can automate a task known as security alert data analysis to facilitate faster alert triage and...

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Bibliographic Details
Main Authors: Samuel Ndichu, Tao Ban, Takeshi Takahashi, Daisuke Inoue
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/3/1977