Fuzz Testing of Closed-Source Software Using Large Language Models
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.
Authors
- D. A. Gavrichkov
- T. D. Ovasapyan
- D. V. Ivanov
Institutions
- Peter the Great St. Petersburg Polytechnic University (RU)
Publication Details
- Journal
- Automatic Control and Computer Sciences
- Published
- 2025-12-01
- DOI
- https://doi.org/10.3103/s0146411625700804
- Primary Topic
- Software Testing and Debugging Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00