Methaq A. Shyaa

According to our database, Methaq A. Shyaa authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

IGPC-MSOS: A knowledge-preserving transfer learning framework with dynamic mode-switching for handling concept drift in network intrusion detection systems.

Methaq A. Shyaa, Noor Farizah Ibrahim, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, Laith Alzubaidi

Knowl. Based Syst., 2026

2025

Reinforcement Learning-Based Voting for Feature Drift-Aware Intrusion Detection: An Incremental Learning Framework.

Methaq A. Shyaa, Noor Farizah Ibrahim, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar

IEEE Access, 2025

Advancements in Multi-Objective Grey Wolf Optimization: Improvements and Applications With Angle Quantization.

Ayat S. Hasan, Aslan Inan, Methaq A. Shyaa

IEEE Access, 2025

2024

Evolving cybersecurity frontiers: A comprehensive survey on concept drift and feature dynamics aware machine and deep learning in intrusion detection systems.

Methaq A. Shyaa, Noor Farizah Ibrahim, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, Laith Alzubaidi

Eng. Appl. Artif. Intell., 2024

2023

Enhanced Intrusion Detection with Data Stream Classification and Concept Drift Guided by the Incremental Learning Genetic Programming Combiner.

Methaq A. Shyaa, Zurinahni Zainol, Rosni Abdullah, Mohammed Anbar, Laith Alzubaidi, José Santamaría

Sensors, April, 2023