%0 Journal Article %T An approach to configuring CatBoost for advanced detection of DoS and DDoS attacks in network traffic %A Hajjouz, A.. %A Avksent'eva, E.. %K DoS, DDoS, network intrusion detection, information security, machine learning, feature selection %J Vestnik of Astrakhan State Technical University. Series: Management, computer science and informatics %D 2024 %N 2024 %P 10 %I Astrakhan State Technical University