Introduction
Gabled circuits express the function to be computed as an
“encrypted” boolean circuit, e.g. with ANDs, ORs, XORs, etc
Garbled circuits are more efficient than for 2-party joint
proces...
MPC (Multi-party Computation)
Definition
Given \(n\) parties, design a
protocol which computes a public function \(f\) over inputs from each party such that
the inputs remain private unless they wo...
Definition
Neighboring dataset
For any dataset \(D,D^{\prime}\in\mathcal{D}\), \(D,D^{\prime}\) are neighboring datasets if
and only if one of the following two statements is true:
\(\exists x\in ...
Introduction
Query-based systems aim at giving researchers and organizations
anonymous access to the data without sharing with them the
individual-level data
This can be through online interfaces,...
Pseudonymization
To remove all direct identifiers, e.g. name, phone number, address,
social security number etc, and just give each person a unique id that
cannot be linked to them:
Lookup table
...
