Author

Walid El Maouaki

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Preprint Oct 2026

Q-MALDetect: Quantum Image-Based Malware Detection and Adversarial Robustness Analysis

Quantum machine-learning (QML) models are increasingly considered for security applications, yet their adversarial robustness in malware analysis remains insufficiently understood. This paper presents Q-MALDetect, a hybrid convolutional and variational-quantum detector for byte-image representations of x86-64 Executabl...

Walid El Maouaki, M. Izen, Nouhaila Innan et al. · 0 citations

Jul 2026

VQCSim: When Does Compile-Once Statevector Simulation Beat Generic Quantum Frameworks?

This work derives a hardware-aware regime map and releases vqcsim-oracle, an open-source backend selector with 91.1%-97.7% top-1 agreement (including cross-GPU transfers), enabling automatic simulator selection in QML design loops.

Anton Firc, Martin Perešíni, Vojtěch Mrázek et al. · arXiv.org · 0 citations