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 representation...