POISCS
Problems of information security. Computer systems Peter the Great St. Petersburg Polytechnic University
Since 1999
ISSN 2071-8217
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Articles by keywords "large 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
  • 6
  • 275
  • 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
  • 17
  • 1077
  • 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
  • 6
  • 946
  • Pages: 121-130

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
  • 25
  • 1028
  • Pages: 110-120

Generalized method for comparative analysis of fuzz testing tools

Software security
Ognev R. A. Zegzhda D. P.
  • Year: 2025
  • Issue: 3
  • 24
  • 964
  • 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
  • 52
  • 1108
  • 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
  • 983
  • Pages: 43-58