A rectifier-driven backscatter scheme adds protocol-independent device authentication to ultra-low-power SWIPT IoT nodes with negligible effect on energy autonomy.
GRNN -based detection of eavesdropping attacks in SWIPT-enabled smart grid wireless sensor networks
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TE-MSTAD fuses time-frequency features with graph-enhanced topology via RWKV and dual-branch networks to detect WSN anomalies, reporting F1 scores of 92.52% and 93.28% on public and real datasets.
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A Protocol-Agnostic Backscatter-Based Security Layer for Ultra-Low-Power SWIPT IoT Networks
A rectifier-driven backscatter scheme adds protocol-independent device authentication to ultra-low-power SWIPT IoT nodes with negligible effect on energy autonomy.
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A method for detecting spatio-temporal correlation anomalies of WSN nodes based on topological information enhancement and time-frequency feature extraction
TE-MSTAD fuses time-frequency features with graph-enhanced topology via RWKV and dual-branch networks to detect WSN anomalies, reporting F1 scores of 92.52% and 93.28% on public and real datasets.