2023
DOI: 10.31854/1813-324x-2023-9-6-83-94
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Machine Learning vs Software Vulnerability Detection: Applicability Analysis and Conceptual System Synthesis

N. Leonov,
M. Buinevich

Abstract: The article is devoted to the searching for vulnerabilities in software problem, as well as the possibilities of application of such a promising area in information technology as machine learning. For this purpose, a review of scientific publications in this area from Russian and foreign citation databases is made. A comparative analysis of the review's results was made according to the following criteria: publication year, application field, idea, solved problem of machine learning, degree of realization of i… Show more

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