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Articles by keywords "machine learning"

Countering steganalysis based on generative adversarial networks

Information security application
SERGADEEVA A. I. Lavrova D. S. Aleksandrova E. B.
  • Year: 2024
  • Issue: 2
  • 0
  • 11
  • Pages: 57-65

Quality improvement of information security events identification through input data splitting

Information security application
Lebedev I.S. Sukhoparov M.E. Tikhonov D.D.
  • Year: 2024
  • Issue: 2
  • 0
  • 12
  • Pages: 31-43

Protection of the machine learning models from the training data membership inference

Machine learning and knowledge control systems
Muryleva A.A. Kalinin M. O. Lavrova D. S.
  • Year: 2024
  • Issue: 1
  • 0
  • 16
  • Pages: 142-152

ASPECTS OF DETECTING MALICIOUS INSTALLATION FILES USING MACHINE LEARNING ALGORITHMS

Software security
Yugai P. E. Zhukovskii E. V. Semenov P. O.
  • Year: 2023
  • Issue: 2
  • 0
  • 18
  • Pages: 37-46

DDOS ATTACKS DETECTION BASED ON A MODULAR NEURAL NETWORK

Machine learning and knowledge control systems
SERGADEEVA A. I. Lavrova D. S.
  • Year: 2023
  • Issue: 1
  • 0
  • 17
  • Pages: 111-118

THE HYBRID METHOD FOR EVASION ATTACKS DETECTION IN THE MACHINE LEARNING SYSTEMS

Machine learning and knowledge control systems
Ivanova O. D. Kalinin M. O.
  • Year: 2023
  • Issue: 1
  • 0
  • 16
  • Pages: 104-110

The use of convolutional neural networks to enhance the security of steganographic methods

Prisich M. A. Aleksandrova E. B.
  • Year: 2025
  • Issue: Спецвыпуск
  • 0
  • 28
  • Pages: 134-144

Detection of fake news spread using machine learning

Lavrova D. S. Zyryanova A. A. Lyrchikov A. A.
  • Year: 2025
  • Issue: Спецвыпуск
  • 0
  • 25
  • Pages: 82-98

The application of machine learning algorithms in securing IoT-systems network infrastructure in water transport systems

Research, monitoring and optimization of automated technological processes and productions control systems
Arbuzov A. M. Nyrkov A. P. Terekhov A. N. Li I. V. Demenev D. A.
  • Year: 2025
  • Issue: 2
  • 0
  • 36
  • Pages: 131-142

The structural model of Portable Executable files containing malicious code

Information security application
Kozachok A. V. Matovykh S. S.
  • Year: 2025
  • Issue: 2
  • 0
  • 43
  • Pages: 41-59

An approach to identifying software code vulnerabilities based on adaptation with reinforcement learning of machine learning models

Software security
Lomako A. G. Isaev N. E. Menisov A. B. Sabirov T. R.
  • Year: 2025
  • Issue: 1
  • 3
  • 79
  • Pages: 83-96

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
  • 0
  • 90
  • Pages: 147-164

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
  • 1
  • 91
  • Pages: 59-68