Invention Grant
- Patent Title: Machine learning-based determination of program code characteristics
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Application No.: US15867251Application Date: 2018-01-10
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Publication No.: US10917415B2Publication Date: 2021-02-09
- Inventor: Li Chen
- Applicant: Intel Corporation
- Applicant Address: US CA Santa Clara
- Assignee: Intel Corporation
- Current Assignee: Intel Corporation
- Current Assignee Address: US CA Santa Clara
- Agency: Trop, Pruner & Hu, P.C.
- Main IPC: G06F21/00
- IPC: G06F21/00 ; H04L29/06 ; G06F21/56 ; G06N3/04 ; G06N20/00 ; G06N3/08 ; G06F9/30
Abstract:
A technique includes processing a plurality of sets of program code to extract call graphs; determining similarities between the call graphs; applying unsupervised machine learning to an input formed from the determined similarities to determine latent features of the input; clustering the determined latent features; and determining a characteristic of a given program code set of the plurality of program code sets based on a result of the clustering.
Public/Granted literature
- US20190044959A1 MACHINE LEARNING-BASED DETERMINATION OF PROGRAM CODE CHARACTERISTICS Public/Granted day:2019-02-07
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