Patent attributes
Methods, systems and computer program products are provided for optimizing resources privately. An initial information gain corresponding to an initial client embedding dataset is computed and a machine learning model is trained based on the initial client embedding data set to generate at least one initial attack path in the initial graph data. A second information gain corresponding to a second client embedding data set is computed. A difference between the first information gain and the second information gain is computed. The machine learning model is trained if the difference between the first information gain and the second information gain meets a predetermined threshold to generate at least one new attack path in the second graph data.
