TradeoffAnalyzer

ipfrs_semantic::privacy

Struct TradeoffAnalyzer 

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pub struct TradeoffAnalyzer { /* private fields */ }
Expand description

Utility-privacy trade-off analyzer

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impl TradeoffAnalyzer

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pub fn new(sensitivity: f32) -> Self

Create a new analyzer

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pub fn analyze(&self, dimension: usize) -> Vec<TradeoffPoint>

Analyze trade-offs for different epsilon values

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pub fn find_epsilon_for_utility( &self, dimension: usize, max_utility_loss: f32, ) -> Option<f32>

Find the best epsilon for a target utility loss

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