Author

Ala I. Al-Fuqaha

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

From Normative Frameworks to Alignment Data: Constructing and Evaluating SFT and Preference Data

An expert-driven methodology for constructing such alignment data and applying it to a normative framework grounded in Islamic ethical, theological, and jurisprudential traditions is presented.

H. Sencar, Rezart Beka, D. Naeem et al. · 0 citations

Open access 2026

DMGCRL: Dynamic Multi-Scale Graph Contrastive Representation Learning for Network Intrusion Detection

Dynamic Multiscale Graph Contrastive Representation Learning (DMGCRL), a self-supervised framework that hierarchically models network intrusions at different levels, is proposed, which consistently outperforms SOTA methods in network intrusion detection.

Raeed Al-Sabri, Abdullatif Albaseer, Mohamed M. Abdallah et al. · IEEE Transactions on Network... · 0 citations