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 "intrusion detection"

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
  • 1
  • 146
  • 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
  • 0
  • 132
  • Pages: 145-155

Decentralized approach to intrusion detection in dynamic networks of the Internet of Things basing on multi-agent reinforcement learning and inter-agent communication

Machine learning and knowledge control systems
Kalinin M. O. Tkacheva E. I.
  • Year: 2023
  • Issue: 2
  • 0
  • 152
  • Pages: 202-211

Malware detection approach based on the detection of abnormal network traffic using machine learning algorithms

Software security
Kriulin A. A. Eremeev M. A. Nefedov V. S.
  • Year: 2021
  • Issue: 3
  • 0
  • 189
  • Pages: 27-33

Adversarial attacks on intrusion detection systems using LSTM classifier

Network and telecommunication security
Kulikov D. A. Platonov V. V.
  • Year: 2021
  • Issue: 2
  • 0
  • 279
  • Pages: 48-56

Analysis of ultra-high volumes of network traffic based on quantum machine learning

Network and telecommunication security
Kalinin M. O. Krundyshev V. M.
  • Year: 2021
  • Issue: 1
  • 0
  • 277
  • Pages: 39-49

Predicting network attacks on IoT systems using regression analysis

Network and telecommunication security
Lavrova D. S. Strukova N.E.
  • Year: 2021
  • Issue: 4
  • 2
  • 268
  • Pages: 39-50

METHODOLOGY FOR DETECTING ANOMALIES IN THE TRAFFIC OF THE INTERNET OF THINGS

Network and telecommunication security
Tatarnikova T. M. SVERLIKOV Alexander V. Sikarev I. A.
  • Year: 2022
  • Issue: 1
  • 1
  • 436
  • Pages: 51-57

The architecture of a software package for wireless ad-hoc network protection from active network attacks

Pahomov M. A.
  • Year: 2025
  • Issue: Спецвыпуск
  • 0
  • 415
  • Pages: 124-133

Model of node interaction in a mobile ad-hoc network considering protection against active network attacks

Network and telecommunication security
Pahomov M. A.
  • Year: 2025
  • Issue: 1
  • 0
  • 449
  • Pages: 132-144

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
  • 8
  • 505
  • Pages: 59-68