Застосування технологій машинного навчання в кібербезпеці: огляд інновацій

Abstract

To develop machine learning (ML) technologies, bionic and evolutionary approaches are used. ML is effectively applied for the recognition and classification of malicious software. Since 2021, there has been a significant increase in the number of published patents, indicating a growing trend of integrating artificial intelligence into cybersecurity. Related research has great scientific and commercial potential, particularly for solving tasks related to process automation and increasing system adaptability.