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Abstract <p>The architecture of large language models (LLMs) and the possibility of their application to automate fuzz testing software are studied. As a result of the study, a method is developed that enables fuzz testing applications with a graphical interface in the Windows operating system. A software prototype implementing the proposed method is developed and tested.</p>

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Fuzz Testing of Closed-Source Software Using Large Language Models

  • 期刊论文

  • 发表日期：

    2025年12月1日

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  • T. D. Ovasapyan,
  • D. A. Gavrichkov,
  • D. V. Ivanov

摘要

Abstract

The architecture of large language models (LLMs) and the possibility of their application to automate fuzz testing software are studied. As a result of the study, a method is developed that enables fuzz testing applications with a graphical interface in the Windows operating system. A software prototype implementing the proposed method is developed and tested.