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Table 6 Cyber-security

From: CatBoost for big data: an interdisciplinary review

Title

Attack detection in enterprise networks by machine learning methods

Description

Compare CatBoost, LightGBM, SVM, and logistic regression in multi-class and binary classification task of identifying computer network attacks.

Performance metric

AUC, CV balanced accuracy, balanced accuracy, F1, precision, recall

Winner

CatBoost

Reference

[37]