Mohamed Aly Bouke

An intelligent DDoS attack detection tree-based model using Gini index feature selection method

Mohamed Aly Bouke, Azizol Abdullah, Sameer Hamoud ALshatebi et al. · Microprocessors and Microsystems · 2023 · 63 citations

Ddos Detection, Denial-of-service Attack, Intrusion Detection System

An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability

Mohamed Aly Bouke, Azizol Abdullah · Expert Systems with Applications · 2023 · 53 citations

Anomaly Detection, Engineering, Information Security +18

An empirical assessment of ML models for 5G network intrusion detection: A data leakage-free approach

Mohamed Aly Bouke, Azizol Abdullah · e-Prime - Advances in Electrical Engineering Electronics and Energy · 2024 · 26 citations · Full text

Anomaly Detection, Machine Learning, Engineering +26

E2IDS: An Enhanced Intelligent Intrusion Detection System Based On Decision Tree Algorithm

Mohamed Aly Bouke, Azizol Abdullah, Sameer Hamoud ALshatebi et al. · Journal of Applied Artificial Intelligence · 2022 · 21 citations · Full text

Artificial Intelligence, Decision Tree Algorithm, Engineering +15

BukaGini: A Stability-Aware Gini Index Feature Selection Algorithm for Robust Model Performance

Mohamed Aly Bouke, Azizol Abdullah, Jaroslav Frnda et al. · IEEE Access · 2023 · 16 citations · Full text