Construct a PrivacyProfile from a user-defined callback.

Required features: contrib, honest-but-curious

Usage

new_privacy_profile(curve)

Arguments

curve

A privacy curve mapping epsilon to delta

Details

Why honest-but-curious?:

The privacy profile should implement a well-defined \(\delta(\epsilon)\) curve:

• monotonically decreasing

• rejects epsilon values that are less than zero or nan

• returns delta values only within \([0, 1]\)