Author

Shadi Motaali

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.

Preprint Sep 2026

The Double Measurement Confound in Agent Benchmarks: De-Scaffolding, Ground-Truth Scoring, and Reliability Beyond the Mean

The results suggest that benchmark scores should be interpreted together with their scaffolding level, scoring criterion, and reliability profile, providing a practical framework for more valid evaluation of LLM agents.

Yong-Hong Zhang, Shadi Motaali, Vu Phong Dinh et al. · 2 citations

Open access Aug 2026

An Explainable and Interpretable GNN Based on Temporal Time Series: An IDS Approach

This work develops and compares traditional classifiers against a GNN-based IDS on the UNSW-NB15 dataset, for both binary and multiclass classification and reveals attack-specific structural patterns, confirming that temporally structured GNNs improve detection while providing interpretable predictions.

Alberto Caballero Ferrero, Shadi Motaali, Xavier Larriva-Novo et al. · Electronics · 0 citations