公开(公告)号：WO2021188807A1

公开(公告)日：2021-09-23

申请号：PCT/US2021/022985

申请日：2021-03-18

Applicant: BATTELLE MEMORIAL INSTITUTE

Inventor： DARBY, Nicholas W. ,  COLLINS, David ,  BELLAY, Jeremy

IPC: G06N3/08 ,  G06N5/04

Abstract: Some implementations provide devices, systems and/or methods for quantifying vulnerability of an artificial neural network (ANN) to poisoning attacks. Some implementations provide devices, systems and/or methods for reducing vulnerability of an artificial neural network (ANN) to poisoning attacks. Some implementations provide devices, systems and/or methods for detecting poisoning attacks in an ANN. An ANN is trained to generate inferences based on a function.