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Privately Evaluating Decision Trees and Random Forests

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Figure

Figure 2: Decision tree evaluation protocol with security against malicious clients and privacyagainst malicious servers
Table 1: Performance of protocols for semi-honest secure decision tree evaluation. The decisiontrees have m decision nodes and depth d
Figure 3: Client and server computation (excluding network communication) and total bandwidthfor semi-honest protocol on complete decision trees.
Figure 4: Client and server computation (excluding network communication) and total bandwidthfor semi-honest protocol on “sparse” trees.
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