4 papers
List Privacy Under Function Recoverability
Ajaykrishnan Nageswaran, Prakash Narayan
For a given function of user data, a querier must recover with at least a prescribed probability, the value of the function based on a user-provided query response. Subject to this…
Gaussian Data Privacy Under Linear Function Recoverability
Ajaykrishnan Nageswaran
A user's data is represented by a Gaussian random variable. Given a linear function of the data, a querier is required to recover, with at least a prescribed accuracy level, the fu…
Distribution Privacy Under Function Recoverability
Ajaykrishnan Nageswaran, Prakash Narayan
A user generates n independent and identically distributed data random variables with a probability mass function that must be guarded from a querier. The querier must recover, wit…
Data Privacy for a -Recoverable Function
Ajaykrishnan Nageswaran, Prakash Narayan
A user's data is represented by a finite-valued random variable. Given a function of the data, a querier is required to recover, with at least a prescribed probability, the value o…