POISCS
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 "Adversarial attacks"

PROTECTION AGAINST ATTACKS ON MACHINE LEARNING SYSTEMS ON THE EXAMPLE OF EVADIATION ATTACKS IN MEDICAL IMAGE ANALYSIS

Machine learning and knowledge control systems
RUDNICKAYA E.A. Poltavtseva M. A.
  • Year: 2022
  • Issue: 2
  • 1
  • 367
  • Pages: 148-159

The impact of adversarial attacks on deep learning models

Machine learning and knowledge control systems
Spirin A. A. Lebin M. E. Gindin E. M. Isakova N. Yu.
  • Year: 2025
  • Issue: 4
  • 9
  • 486
  • Pages: 163-183

Using adversarial attacks to protect against automatic text recognition in CAPTCHA services

Tsurkan I. S. Malyshev E. V. Zubkov E. A. Moskvin D. A.
  • Year: 2024
  • Issue: Спецвыпуск
  • 1
  • 511
  • Pages: 165-175

Research of adversarial attacks on classical machine learning models in the context of network threat detection

Machine learning and knowledge control systems
Yugai P. E.
  • Year: 2025
  • Issue: 3
  • 24
  • 800
  • Pages: 147-164

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
  • 826
  • Pages: 110-120

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
  • 791
  • Pages: 43-58