Items where Author is "Bouke, Mohamed Aly"

Bouke, Mohamed Aly and Alramli, Omar Imhemed and Abdullah, Azizol (2024) XAIRF-WFP: a novel XAI-based random forest classifier for advanced email spam detection. International Journal of Information Security, 24. art. no. 5. pp. 1-19. ISSN 1615-5262; eISSN: 1615-5270

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) SMRD: a novel cyber warfare modeling framework for Social Engineering, Malware, Ransomware, and Distributed Denial-of-Service based on a system of nonlinear differential equations. Journal of Applied Artificial Intelligence, 5 (1). pp. 54-68. ISSN 2709-5908

Bouke, Mohamed Aly and Abdullah, Azizol and Cengiz, Korhan and Akleylek, Sedat (2024) Application of BukaGini algorithm for enhanced feature interaction analysis in intrusion detection systems. PeerJ Computer Science, 10. pp. 1-26. ISSN 2376-5992

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 Zaid, Saleh Ali and Atigh, Hayate El (2023) The intersection of targeted advertising and security: unraveling the mystery of overheard conversations. Telematics and Informatics Reports, 11. art. no. 100092. pp. 1-7. ISSN 2772-5030

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