Comparison of attack results on the DPA contest v4 dataset.
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posted on 2025-04-09, 17:47 authored by Hai Huang, Jinming Wu, Xinling Tang, Shilei Zhao, Zhiwei Liu, Bin YuComparison of attack results on the DPA contest v4 dataset.
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utilizes lstm layerslow training efficiencydemonstrated superior efficiencyachieves faster convergencestacking network layersbased network structurechannel attack performancebased improved sidechannel attacks comparednetwork captureschannel datasetschannel attackstraditional methodsthereby achitemporal coherencespatial detailsskip connectionsresults indicateparallel processingpaper proposeskeys requiresinput dataincreased algorithmicexperimental evaluationsdeep learningcomputational complexitycomparative studiesascad dataset30 traces1 trace
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