Author

A. Elalfy

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Aug 2026

Efficient Software Vulnerability Detection Using Edge-Conditioned Graph Neural Networks on Heterogeneous Code Property Graphs

The significance of this work lies in its demonstration that a compact, edge-aware architecture can match independently reproduced results of far larger models while remaining deployable in resource-constrained settings, such as continuous-integration pipelines and developer workstations.

A. Elalfy, G. Ebrahim, M. B. Mansour · Information · 0 citations

#graph neural networks Open access Aug 2026

A Lightweight Hybrid Graph-Neural-Network and Heuristic Framework for Practical Software Vulnerability Assessment in Production Codebases

The significance of this work lies in demonstrating that a deployable, explainable detector can be assembled from compact components, and an edge-type ablation study, a cross-dataset evaluation, and a per-vulnerability analysis are reported to characterize the approach.

A. Elalfy, G. Ebrahim, M. B. Mansour · Computers · 0 citations