A hybrid PCA+VQC quantum classifier achieves at best 55% recall on unseen ransomware detection, far below the 97.7% classical baseline, with performance degrading from 4 to 8 qubits before improving at 12.
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A Non-Monotonic Relationship: An Empirical Analysis of Hybrid Quantum Classifiers for Unseen Ransomware Detection
A hybrid PCA+VQC quantum classifier achieves at best 55% recall on unseen ransomware detection, far below the 97.7% classical baseline, with performance degrading from 4 to 8 qubits before improving at 12.