METHODS OF HIDING DATA IN COMPUTER NETWORKS: FROM CLASSICS TO IoT AND Ai

The article presents an overview of key methods in network steganography, including the classification of data hiding techniques in network protocols and discussion of promising directions for further research. Special attention is paid to the use of steganography in modern network environments such as IoT, as well as the application of artificial intelligence to traffic masking. The paper also outlines current approaches to hidden channel detection and threat modeling in digital communication systems.

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Publication Details

Journal
Computer Systems and Information Technologies
Published
2025-12-30
DOI
https://doi.org/10.31891/csit-2025-4-3
Primary Topic
Internet Traffic Analysis and Secure E-voting
Type
article
Field-Weighted Citation Impact
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article

METHODS OF HIDING DATA IN COMPUTER NETWORKS: FROM CLASSICS TO IoT AND Ai

Mariia KAPUSTIAN, Mykhailo Shelest, Yurii PIDLISNYI
Computer Systems and Information Technologies
Internet Traffic Analysis and Secure E-voting
article

METHODS OF HIDING DATA IN COMPUTER NETWORKS: FROM CLASSICS TO IoT AND Ai

Mariia KAPUSTIAN, Mykhailo Shelest, Yurii PIDLISNYI
article en

Abstract

The article presents an overview of key methods in network steganography, including the classification of data hiding techniques in network protocols and discussion of promising directions for further research. Special attention is paid to the use of steganography in modern network environments such as IoT, as well as the application of artificial intelligence to traffic masking. The paper also outlines current approaches to hidden channel detection and threat modeling in digital communication systems.

Computer Systems and Information Technologies(4)
Khmelnytskyi National University (UA), Chernihiv Polytechnic National University (UA)
Peace, Justice and strong institutions
Openalex Percentile: Top 17%
Internet Traffic Analysis and Secure E-voting
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