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Fig 1.

Overview of the graph-based re-identification attack [22].

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Table 1.

Related work to improve the security of PPRL.

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Table 2.

Notations.

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Table 2 Expand

Fig 2.

The process of the proposed zero-relationship encoding method.

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Fig 3.

Re-identification rates in the Titanic dataset: Comparing encoding methods and matching algorithms.

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Fig 4.

Re-identification rates in the NCVR dataset: Comparing encoding methods and matching algorithms.

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Fig 5.

Performance of the zero-relationship encoding method according to the number of attributes used for encoding.

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Table 3.

Information gain.

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Table 3 Expand

Fig 6.

Graphical representation of the encoded dataset using each encoding method.

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Fig 6 Expand