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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Ahmed Adil Nafea

Assistant lecturer at University of Anbar

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Open access Sep 2026

Deep Learning Approaches for Intrusion Detection System Using Multi-Model Architectures for Network Security

It has become necessary to design efficient, robust, and effective Intrusion Detection Systems (IDS) amid the rising complexity of cyberattacks and the exponential growth in network traffic. In this work, we present an advanced IDS framework using comparative deep learning (in short, DL) models for precise classificati...

Yaseen Yaseen, A. Kareem, M. Al-ani et al. · 0 citations
Open access Jul 2026

Retinal Vessel Segmentation via Morphological Refinement and Adaptive Late Fusion

Although segmentation performance remains limited for complex pathological images, particularly in the HRF dataset, the proposed framework demonstrates consistent cross-dataset performance, transparent decision-making, and strong reproducibility, providing an effective alternative when interpretable, training-free reti...

Afrig Aminuddin, M. Miah, Ahmed Adil Nafea et al. · 0 citations

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