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Fig 1.

Eavesdropping attack model for PIoT and its graphical model representation.

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Fig 2.

The model structure of KAN.

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Fig 3.

The model structure of MLP.

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Fig 3 Expand

Table 1.

Localization performance of different methods on simulated datasets.

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Table 1 Expand

Table 2.

Localization performance of different methods on real-world datasets.

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Table 2 Expand

Fig 4.

The error curves of different methods.

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Table 3.

Ablation study results.

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Table 3 Expand

Fig 5.

Speed-accuracy trade-off of different methods on embedded devices.

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Fig 5 Expand

Table 4.

Resource overhead of KAN models after different optimizations.

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Table 4 Expand