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.
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