The Fundamental Limits of Least-Privilege Learning

Theresa Stadler, Bogdan Kulynych, Michael C. Gastpar +2

The promise of least-privilege learning -- to find feature representations that are useful for a learning task but prevent inference of any sensitive information unrelated to this…