Model of Interaction of Mobile Ad Hoc Network Nodes Taking into Account Protection against Active Network Attacks

The features of mobile ad hoc networks are examined. The models of node interaction in these networks are analyzed, taking into account protection against network attacks, and their advantages and disadvantages are identified. A model of node interaction in a mobile ad hoc network is proposed, taking into account protection against active network attacks based on early attack detection. Early detection of network attacks is achieved by predicting the network parameters and further analyzing them using machine learning methods. A trust model is also used to exclude malicious nodes from the network.

Authors

Institutions

Publication Details

Journal
Automatic Control and Computer Sciences
Published
2025-12-01
DOI
https://doi.org/10.3103/s0146411625700877
Primary Topic
Cybersecurity and Information Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Model of Interaction of Mobile Ad Hoc Network Nodes Taking into Account Protection against Active Network Attacks

M. A. Pakhomov
Automatic Control and Computer Sciences
Cybersecurity and Information Systems
article

Model of Interaction of Mobile Ad Hoc Network Nodes Taking into Account Protection against Active Network Attacks

M. A. Pakhomov
article en

Abstract

The features of mobile ad hoc networks are examined. The models of node interaction in these networks are analyzed, taking into account protection against network attacks, and their advantages and disadvantages are identified. A model of node interaction in a mobile ad hoc network is proposed, taking into account protection against active network attacks based on early attack detection. Early detection of network attacks is achieved by predicting the network parameters and further analyzing them using machine learning methods. A trust model is also used to exclude malicious nodes from the network.

Automatic Control and Computer SciencesVol. 59(8)
Peter the Great St. Petersburg Polytechnic University (RU)
Peace, Justice and strong institutions
Openalex Percentile: Top 24%
Cybersecurity and Information Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.