公开(公告)号：GB2583608A

公开(公告)日：2020-11-04

申请号：GB202009966

申请日：2018-12-06

Applicant: IBM

Inventor： JINGWEI YANG ,  SHILPA MAHATMA ,  RACHITA CHANDRA ,  KEVIN TRAN ,  DENNIS WEI ,  RAMAMURTHY KARTHIKEYAN NATESAN ,  GIGI YUEN-REED

IPC: G06F16/00

Abstract: Modularized data processing systems and methods for its use are provided. Processing a current job can reuse data generated for a previously processed job to the extent the two share parameter configurations. Similarly, outputs of processing modules generated during processing the previously processed job can be used as inputs to processing modules processing a current job, if the two jobs share some parameter configurations.

公开(公告)号：GB2603391A

公开(公告)日：2022-08-03

申请号：GB202204966

申请日：2020-09-21

Applicant: IBM

Inventor： PIN-YU CHEN ,  PAYEL DAS ,  RAMAMURTHY KARTHIKEYAN NATESAN ,  PU ZHAO

IPC: G06N3/08 ,  G06F21/00

Abstract: Techniques for sanitization of machine learning (ML) models are provided. A first ML model is received, along with clean training data. A path is trained between the first ML model and a second ML model using the clean training data. A sanitized ML model is generated based on at least one point on the trained path. One or more ML functionalities are then facilitated using the sanitized ML model.

公开(公告)号：GB2583608B

公开(公告)日：2022-02-09

申请号：GB202009966

申请日：2018-12-06

Applicant: IBM

Inventor： JINGWEI YANG ,  SHILPA MAHATMA ,  RACHITA CHANDRA ,  KEVIN TRAN ,  DENNIS WEI ,  RAMAMURTHY KARTHIKEYAN NATESAN ,  GIGI YUEN-REED

IPC: G06F16/00 ,  G06F9/50 ,  G06F9/54

Abstract: Modularized data processing systems and methods for its use are provided. Processing a current job can reuse data generated for a previously processed job to the extent the two share parameter configurations. Similarly, outputs of processing modules generated during processing the previously processed job can be used as inputs to processing modules processing a current job, if the two jobs share some parameter configurations.