Items where Author is "Bouke, Mohamed Aly"

Bouke, Mohamed Aly and El Atigh, Hayate and Abdullah, Azizol (2024) Towards robust and efficient intrusion detection in IoMT: a deep learning approach addressing data leakage and enhancing model generalizability. Multimedia Tools and Applications. pp. 1-20. ISSN 1380-7501; eISSN: 1573-7721

Bouke, Mohamed Aly and Abdullah, Azizol (2024) An empirical assessment of ML models for 5G network intrusion detection: a data leakage-free approach. e-Prime - Advances in Electrical Engineering, Electronics and Energy, 8. art. no. 100590. pp. 1-12. ISSN 2772-6711; eISSN: 2772-6711

Bouke, Mohamed Aly and Abdullah, Azizol and ALshatebi, Sameer Hamoud and Abdullah, Mohd Taufik and Atigh, Hayate El (2023) An intelligent DDoS attack detection tree-based model using Gini index feature selection method. Microprocessors and Microsystems, 98. art. no. 104823. pp. 1-10. ISSN 0141-9331

Bouke, Mohamed Aly and Abdullah, Azizol (2023) An empirical study of pattern leakage impact during data preprocessing on machine learning-based intrusion detection models reliability. Expert Systems with Applications, 230. pp. 1-9. ISSN 0957-4174; ESSN: 1873-6793

Bouke, Mohamed Aly and Abdullah, Azizol and ALshatebi, Sameer Hamoud and Abdullah, Mohd Taufik (2022) E2IDS: an enhanced intelligent intrusion detection system based on decision tree algorithm. Journal of Applied Artificial Intelligence, 3 (1). pp. 1-16. ISSN 2709-5908