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PC exhibits that the level of protection ensure relies on the estimation of ε i ; when the estimation of ε i grows, the security diminishes step by step.
The output probability refers to privacy budget from the given definition, and the highest scored result is given as output with higher probability when ε is larger; in the interim, when the difference between the output probabilities grows, the security turns out to be less; vice versa, the smaller ε is, the higher the security will be.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com