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Xiao-Xuan Huang

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#machine learning Preprint Sep 2026

FreqSpaNet: Frequency and Spatial Learning of SFPF for Physical Layer Hardware Integrity Detection

FreqSpaNet, an SFPF representation learning network for open set hardware anomaly detection, is proposed, an SFPF representation learning network for open set hardware anomaly detection that captures shared information while preserving the distinct characteristics of the frequency and spatial representations.

Xiao-Xuan Huang, Jin-Long Xu, Yi-Zhe Wang et al. · 0 citations