Articles by keywords "Language models" | Problems of information security. Computer systems

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Problems of information security. Computer systems Peter the Great St. Petersburg Polytechnic University

Since 1999

ISSN 2071-8217

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Publication schedule

№1 March 2026

Articles by keywords "Language models"

Use of large language models for security event analysis

Machine learning and knowledge control systems

Tumakov M. D. Ivanova L. A.

Year: 2026
Issue: 1

1
16
Pages: 201-213

Application of large language models in event forecasting field

Dakhnovich A. D. Bogina V. M. Makeeva A. A.

Year: 2025
Issue: Спецвыпуск

7
820
Pages: 58-68

Combination of methods of selective teacher intervention in the student’s learning process and low-rank adaptation in the knowledge distillation model

Machine learning and knowledge control systems

Tatarnikova T. M. Sikarev I. A. Abramov V. M.

Year: 2025
Issue: 2

4
730
Pages: 121-130

Cluster analysis of vector representations of malicious query language models: comparison of methods of obtaining embeddings based on character N-grams, individual words a nd whole sentences

Machine learning and knowledge control systems

Spirin A. A. Ikonnikov A. V. Matuhina E. N.

Year: 2025
Issue: 3

8
774
Pages: 121-146

From exploitation to protection: analysis of methods for defending against attacks on LLMS

Machine learning and knowledge control systems

Velichko I. S. Bezzateev S. V.

Year: 2025
Issue: 3

23
825
Pages: 110-120

Generalized method for comparative analysis of fuzz testing tools

Software security

Ognev R. A. Zegzhda D. P.

Year: 2025
Issue: 3

19
766
Pages: 20-29

Fuzzing of closed-source software using large language models

Software security

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

Year: 2025
Issue: 3

47
895
Pages: 9-19

From exploitation to protection: a deep dive into adversarial attacks on LLMS

Machine learning and knowledge control systems

Velichko I. S. Bezzateev S. V.

Year: 2025
Issue: 1

13
787
Pages: 43-58