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I propose that we add an optional field event_level_epsilon
to event-level source registration. This field would replace the existing randomized response epsilon vendor-specific value, and replace that with something like a “maximum randomized response epsilon”, which event_level_epsilon
could not exceed without the source failing to register. The default event_level_epsilon
will be this maximum vendor-specific value.
The benefit of this approach is that:
- it allows API callers to experiment with different privacy levels
- it allows privacy-conscious API callers to optionally deploy more private versions of the API
- it allows callers to invoke the API consistently across multiple interoperable implementations, even if each implementation chooses a different maximum epsilon
- it aligns with the design of the aggregation service, which allows specifying an epsilon up to a maximum
AramZS and Azharhn
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