BIO Web of Conferences (Jan 2024)

Machine learning as an integral part of the security strategy of production business processes

  • Ponamareva Svetlana,
  • Zhukov Aleksandr,
  • Skripachev Vladimir,
  • Kartsan Igor

DOI
https://doi.org/10.1051/bioconf/202413802020
Journal volume & issue
Vol. 138
p. 02020

Abstract

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Machine learning is causing a revolution in business as well as in the economy and society at large, changing the interactions and relationships that exist between stakeholders and individuals. This rapidly evolving technology is enabling branded services and even some new forms of business interactions with consumers and staff. Not only in business but also in various industries, machine learning technology is being utilized and is revolutionizing various industries. The paper presents a study on machine learning as an integral part of the modern security strategy of production business processes of defense industry enterprises of the Russian Federation. Machine learning plays a key role in the modern security strategy of production business processes. Machine learning can be used to create new monitoring and anomaly detection systems that can help prevent potential security threats to industrial enterprises. Machine learning technologies are also used to analyze large amounts of data and identify patterns, which helps in predicting potential incidents and taking security measures in advance. In addition, machine learning is able to process information quickly and accurately, allowing you to respond quickly to threats and improve the overall security of your industrial plant.