EFFICIENT AND SCALABLE ENCLAVE PROTECTION FOR MACHINE LEARNING PROGRAMS

Patent №

US 11,573,828

Granted

2023-02-07

Filed 2020

Owner

NEC LABORATORIES AMERICA, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16816715

A computer-implemented method for efficient and scalable enclave protection for machine learning (ML) programs includes tailoring at least one ML program to generate at least one tailored ML program for execution within at least one enclave, and executing the at least one tailored ML program within the at least one enclave.

Machine learningKnowledge representationPlanningAI hardwareG06F 9/5016G06N 3/063G06F 9/544G06F 11/3433G06N 3/04G06N 3/0499G06N 3/082

AI classification

Machine learning1.00
AI hardware1.00
Planning0.98
Knowledge representation0.56
Evolutionary computation0.05
Natural language0.01
Vision0.00
Speech0.00

Ownership

NEC LABORATORIES AMERICA, INC.

assignment · 520970719

Assignors

KIM, CHUNG HWAN, RHEE, JUNGHWAN, YU, XIAO, TANG, LUAN, CHEN, HAIFENG, KIM, KYUNGTAE

On an employer assignment, the assignors are typically the inventors.

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