Author

M. S. Jabbar

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Preprint Aug 2026

Two-Stage Deformable-Convolutional Inverse Design of Nanophotonic Absorbers from Optical Spectra

Data-driven inverse design enables efficient generation of nanophotonic structures with prescribed optical responses, but spectrum-to-geometry mapping remains challenging due to non-uniqueness and fine geometric features. This work presents a two-stage deformable-convolutional framework for reconstructing metal--insula...

Waleed I. Waseer, M. S. Jabbar, M. S. Ibrahim et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Layered LLM Defenses as an Ensemble: Access Tiers, Inference Cost, and the Measured Failure Correlation Between Defense Layers

How a stack behaves, and the quantities a defender cares about diverge: coverage saturates within a tier, cost rises by class, false refusals accumulate as a union, and residual attack success falls multiplicatively only under independence.

Abrar Alotaibi, M. S. Jabbar, Sadam Al-Azani et al. · 0 citations