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October 22, 2025Journal of Artificial Intelligence and Engineering Applications (JAIEA)Open Access

Implementation of the Decision Tree Method for Detecting Attacks in Networks

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Authors

NSNissi Sari Margaretha Angelina SitanggangOPOctara PribadiHHHerman Herman

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Overview

Decision tree models classify DDoS attacks in networks, suggesting enhanced network security measures.

Key Points

  • The decision tree method improves detection accuracy of cyber attacks, enhancing overall network security.
  • Findings indicate that the model achieves high accuracy levels in classifying DDoS attacks effectively.
  • Analysis uses the CICIDS 2017 dataset to develop and evaluate the decision tree-based detection model.
  • This approach highlights the importance of early detection to mitigate the impact of cybercrime on networks.

Cite This Study

Sitanggang et al. (2025) studied this question.

synapsesocial.com/papers/68f83311d24b29c969481816https://doi.org/10.59934/jaiea.v5i1.1272
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