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 "Adversarial attack"

Adversarial attacks against a machine learning based intrusion detection system

Machine learning and knowledge control systems
Getman A. I. Goryunov M. N. Matskevich A. G. Rybolovlev D. A. Nikolskaya A. G.
  • Year: 2023
  • Issue: 4
  • 6
  • 642
  • Pages: 156-190

Using machine learning algorithms and Honeypot system to detect adversarial attacks on intrusion detection systems

Machine learning and knowledge control systems
Yugai P. E. Moskvin D. A.
  • Year: 2023
  • Issue: 4
  • 3
  • 549
  • Pages: 145-155

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
  • 536
  • 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
  • 12
  • 722
  • Pages: 163-183

Adversarial attacks on intrusion detection systems using LSTM classifier

Network and telecommunication security
Kulikov D. A. Platonov V. V.
  • Year: 2021
  • Issue: 2
  • 0
  • 747
  • Pages: 48-56

Protection against adversarial attacks on malicious executable detection methods using machine learning algorithms

Network and telecommunication security
Marshev I. I. Zhukovskii E. V. Aleksandrova E. B.
  • Year: 2021
  • Issue: 1
  • 2
  • 766
  • Pages: 50-54

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
  • 2
  • 701
  • Pages: 165-175

Protection against adversarial attacks on image recognition systems using an autoencoder

Machine learning and knowledge control systems
Grigorjeva N. M. Platonov V. V.
  • Year: 2023
  • Issue: 1
  • 3
  • 753
  • Pages: 119-127

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
  • 26
  • 1014
  • 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
  • 25
  • 1028
  • Pages: 110-120

Detecting adversarial samples in intrusion detection systems using machine learning models

Machine learning and knowledge control systems
Kirillov R. B. Kalinin M. O.
  • Year: 2025
  • Issue: 1
  • 16
  • 949
  • Pages: 59-68

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