2018
Mutual-Information-Private Online Gradient Descent Algorithm
ICASSP 2018accepted
A user implemented privacy preservation mechanism is proposed for the online gradient descent (OGD) algorithm. Privacy is measured through the information leakage as quantified by the mutual information between the users outputs and learners inputs. The input perturbation mechanism proposed can be i…