Minimax density estimation in the adversarial framework under local differential privacy

Mélisande Albert, Juliette Chevallier, Béatrice Laurent +1

We consider the problem of nonparametric density estimation under privacy constraints in an adversarial framework. To this end, we study minimax rates over Sobolev spaces under loc…