A system for confidential inference and model protection using secure multi-party computation /

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Title

A system for confidential inference and model protection using secure multi-party computation /

Subject

Computer Science

Description

Patent Number: 202241004611, Applicant: Kapil Tiwari.
The present invention relates to probabilistic inference based on secure multi-party computation (SMPC) techniques, and more particularly to Confidential Inference and Model Protection. The present invention addresses the privacy concern of model owners and ML client, by using the confidential inference and model protection aka CoInMPro, a technique to boost privacy of model parameters and client input during ML inference without affecting accuracy by paying a marginal performance cost.

Creator

George, P Jossy.

Publisher

Intellectual Property India

Date

2022

Language

English

Type

Patent

Collection

Citation

George, P Jossy., “A system for confidential inference and model protection using secure multi-party computation /,” CHRIST (Deemed To Be University) Institutional Repository, accessed March 2, 2024, http://archives.christuniversity.in/items/show/2618.

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