Comparison of Machine Learning and the ELK Stack for Automated Cyber Attack Detection: A Comparative Approach

Authors

Gustavo Ferreira da Silva (ORCID: https://orcid.org/0000-0002-0809-2814)
Brenna Maria Araujo de Oliveira (ORCID: https://orcid.org/0009-0000-9498-663X)
Reinaldo Braga (ORCID: https://orcid.org/0000-0003-4942-1239)

Institutions

Instituto Federal de Educação, Ciência e Tecnologia de Brasília (BR)
Technische Universität Dresden (DE)

Publication Details

Journal: SPIRE - Sciences Po Institutional REpository
Published: 2025-10-11
DOI: https://doi.org/10.48545/advance2025-fullpapers-1_2
Primary Topic: Network Security and Intrusion Detection
Type: article
Field-Weighted Citation Impact: 0.00

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article

Comparison of Machine Learning and the ELK Stack for Automated Cyber Attack Detection: A Comparative Approach

Gustavo Ferreira da Silva, Brenna Maria Araujo de Oliveira, Reinaldo Braga

Oct 11, 2025

SPIRE - Sciences Po Institutional REpository

Network Security and Intrusion Detection

article

Comparison of Machine Learning and the ELK Stack for Automated Cyber Attack Detection: A Comparative Approach

Gustavo Ferreira da Silva, Brenna Maria Araujo de Oliveira, Reinaldo Braga

October 11, 2025article en

Abstract

No abstract available for this paper.

SPIRE - Sciences Po Institutional REpository

Instituto Federal de Educação, Ciência e Tecnologia de Brasília (BR), Technische Universität Dresden (DE)

Openalex Percentile: Top 66%

Network Security and Intrusion Detection

DOI Open Access PDF OpenAlex

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Comparison of Machine Learning and the ELK Stack for Automated Cyber Attack Detection: A Comparative Approach — Gustavo Ferreira da Silva, Brenna Maria Araujo de Oliveira, et al. · SPIRE - Sciences Po Institutional REpository (2025) | TGRS Research Map | TGRS