Detection of anomalous network behavior based on one-way delay measurements

A global network monitoring system measuring IP network performance metrics (IPPM) is presented, which is proposed for use in network security. The monitoring system measures network latency and related values. The dependence of IPPM on the power of a DDoS attack is used to determine the moment of the attack. Another method of attack detection is to study changes in routes between measurement nodes. A change in route is accompanied by a sudden change in one-way delay (OWD). Recent reviews on OWD recommend the use of the One-way Active Measurement Protocol (OWAMP protocol). Studies have shown that using the OWAMP protocol to measure OWD gives two different results for the same route. An updated mechanism for measuring one-way delay has been proposed. The novelty of the method lies in the use of a new type of timestamp, which is set directly at the moment of sending and receiving the measurement packet. A new measurement utility has been created that eliminates measurement errors.

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Publication Details

Journal
Discover Internet of Things
Published
2025-11-10
DOI
https://doi.org/10.1007/s43926-025-00242-1
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
0.00

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article

Detection of anomalous network behavior based on one-way delay measurements

S. Mayhoub, E. S. Sagatov, Andrei M. Sukhov, D. P. Chernysh
Discover Internet of Things
Network Security and Intrusion Detection
article

Detection of anomalous network behavior based on one-way delay measurements

S. Mayhoub, E. S. Sagatov, Andrei M. Sukhov, D. P. Chernysh
article en

Abstract

A global network monitoring system measuring IP network performance metrics (IPPM) is presented, which is proposed for use in network security. The monitoring system measures network latency and related values. The dependence of IPPM on the power of a DDoS attack is used to determine the moment of the attack. Another method of attack detection is to study changes in routes between measurement nodes. A change in route is accompanied by a sudden change in one-way delay (OWD). Recent reviews on OWD recommend the use of the One-way Active Measurement Protocol (OWAMP protocol). Studies have shown that using the OWAMP protocol to measure OWD gives two different results for the same route. An updated mechanism for measuring one-way delay has been proposed. The novelty of the method lies in the use of a new type of timestamp, which is set directly at the moment of sending and receiving the measurement packet. A new measurement utility has been created that eliminates measurement errors.

Discover Internet of ThingsVol. 5(1)
Queen's University Belfast (GB), Samara National Research University (RU), Research Institute of Agriculture of Crimea (RU)
Russian Science Foundation
Openalex Percentile: Top 61%
Network Security and Intrusion Detection
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