ADVANCING ENSEMBLE LEARNING AGAINST UNLEARNABLE DATA
개요
발명자
Kaiqi XIONG; Hapuarachchige Thushari Saumya HAPUARACHCHI
IPC 분류
CPC 분류
Systems and methods are provided herein for advancing ensemble learning methods, including stacking, boosting, and bagging, for defeating data protection approaches by converting their generated unlearnable data into learnable ones. Processes of the present disclosure may enhance and implement ensemble learning on the unlearnable data while incorporating nonlinear transformations.
원문 (중국어)
Systems and methods are provided herein for advancing ensemble learning methods, including stacking, boosting, and bagging, for defeating data protection approaches by converting their generated unlearnable data into learnable ones. Processes of the present disclosure may enhance and implement ensemble learning on the unlearnable data while incorporating nonlinear transformations.