Author

Abdulkader Hajjouz

Observed names: Hajjouz, Abdulkader, hajjouz, abdulkader

ORCID: 0000-0002-8256-6790

Observed ORCID: 0000-0002-8256-6790

OpenAlex ID: A5093044144

Optimizing Intrusion Detection for DoS, DDoS, and Mirai Attacks Subtypes Using Hierarchical Feature Selection and CatBoost on the CICIoT2023 Dataset

2024 · Abdulkader Hajjouz, Elena Avksentieva · Data & Metadata · 7

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Evaluating the Effectiveness of the CatBoost Classifier in Distinguishing Benign Traffic, FTP BruteForce and SSH BruteForce Traffic

2024 · Abdulkader Hajjouz, Elena Avksentieva · 7

Enhancing and extending CatBoost for accurate detection and classification of DoS and DDoS attack subtypes in network traffic

2025 · Abdulkader Hajjouz, E.Yu. Avksentieva · Scientific and technical journal of information technologies mechanics and optics · 5

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An approach to configuring CatBoost for advanced detection of DoS and DDoS attacks in network traffic

2024 · Abdulkader Hajjouz, Elena Yur'evna Avksent'eva · VESTNIK OF ASTRAKHAN STATE TECHNICAL UNIVERSITY SERIES MANAGEMENT COMPUTER SCIENCE AND INFORMATICS · 1

A CatBoost-Based Approach for High-Accuracy Botnet Detection

2023 · Abdulkader Hajjouz, Elena Avksentieva · Technium Romanian Journal of Applied Sciences and Technology · 1

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Information-Theoretic and Algorithmic Thresholds for Network Attack Detection via Spectral and CUSUM Methods

2026 · Abdulkader Hajjouz, Elena Avksentieva · Informatica

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A Holistic Framework for Interpretable and Efficient Darknet Traffic Classification

2025 · Abdulkader Hajjouz, Elena Avksentieva · International Journal on Electrical Engineering and Informatics

Highly Accurate XSS Detection using CatBoost

· Abdulkader Hajjouz, Elena Avksentieva · CyberLeninK (CyberLeninka)

Minimal-Feature XSS Detection by SHAP and Importance-Driven Pruning

· Abdulkader Hajjouz, Elena Avksentieva · CyberLeninK (CyberLeninka)

Works count: 14

Citation count: 21

H-index: 3

I10-index: