Application of modern hybrid technologies in the field of data analysis to struggle with spear phishing

Dmitriy Gordeev, Margarita V. Karaseva, Tatiana Karaseva · ITM Web of Conferences · 2025

To develop techniques to combat spear phishing, it is necessary to constantly develop new ways to detect it. This requires studying the characteristics and factors that indicate spear phishing. The formation of these factors is based on the methods used in mature organizations and on the basis of statistical analysis over past years. This makes it possible to track trends in changes in the tactics and techniques of attackers over time and taking into account the information security systems used. The paper considers the possibility of classical solutions hybridization with neural networks.

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