公开(公告)号：US20200326937A1

公开(公告)日：2020-10-15

申请号：US16912148

申请日：2020-06-25

Applicant: Intel Corporation

Inventor： Itamar Levin ,  Guilad Melzer ,  Alex Nayshtut ,  Raizy Kellerman

IPC: G06F9/22 ,  G06F21/52 ,  G06F9/28 ,  G06F21/62 ,  G06F21/55

Abstract: The present disclosure provides privacy preservation of analytic workflows based on splitting the workflow into sub-workflows each with different privacy-preserving characteristics. Libraries are generated that provide for formatting and/or encrypting data for use in the sub-workflows and also for compiling a machine learning algorithm for the sub-workflows. Subsequently, the sub-workflows can be executed using the compiled algorithm and formatted data.

公开(公告)号：US11567761B2

公开(公告)日：2023-01-31

申请号：US16912148

申请日：2020-06-25

Applicant: Intel Corporation

Inventor： Itamar Levin ,  Guilad Melzer ,  Alex Nayshtut ,  Raizy Kellerman

IPC: G06F9/44 ,  G06F9/22 ,  G06F21/52 ,  G06F21/55 ,  G06F21/62 ,  G06F9/28 ,  G06N20/00 ,  G06F8/41

Abstract: The present disclosure provides privacy preservation of analytic workflows based on splitting the workflow into sub-workflows each with different privacy-preserving characteristics. Libraries are generated that provide for formatting and/or encrypting data for use in the sub-workflows and also for compiling a machine learning algorithm for the sub-workflows. Subsequently, the sub-workflows can be executed using the compiled algorithm and formatted data.