Title:
METHOD FOR PREVENTING DATA LEAKAGE TO MACHINE LEARNING ENGINES AVAILABLE IN ELECTRONIC DEVICE
Document Type and Number:
WIPO Patent Application WO/2022/131663
Kind Code:
A1
Abstract:
A method for preventing data leakage may include: identifying data that is generated by at least one framework application in response to a data request from a first machine learning (ML) engine of a plurality of ML engines; creating a plurality of data blocks based on the generated data, a category of the first ML engine, and a tag associated with the first ML engine and the at least one framework application; determining whether the plurality of data blocks are valid to share with the first ML engine using an activity block chain associated with each of the plurality of framework applications; based on the plurality of data blocks being valid, sharing the plurality of data blocks with the first ML engine, and otherwise discarding the plurality of data blocks not to share with the first ML engine.
Inventors:
AGRAWAL RAHUL (IN)
GUPTA VIPUL (IN)
KUMAR SAURABH (IN)
AGRAWAL ANKUR (IN)
GOYAL NITESH (IN)
GUPTA VIPUL (IN)
KUMAR SAURABH (IN)
AGRAWAL ANKUR (IN)
GOYAL NITESH (IN)
Application Number:
PCT/KR2021/018542
Publication Date:
June 23, 2022
Filing Date:
December 08, 2021
Export Citation:
Assignee:
SAMSUNG ELECTRONICS CO LTD (KR)
International Classes:
G06F21/62; G06N20/20
Foreign References:
| US20200349467A1 | 2020-11-05 | |||
| US20200285978A1 | 2020-09-10 | |||
| US20160267396A1 | 2016-09-15 | |||
| US20170103167A1 | 2017-04-13 | |||
| KR102004948B1 | 2019-07-29 |
Attorney, Agent or Firm:
Y.P.LEE, MOCK & PARTNERS (KR)
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