Method of self-similar load balancing in network intrusion detection system

D Ageyev, L Kirichenko, T Radivilova… - 2018 28th …, 2018 - ieeexplore.ieee.org
In this paper, the problem of load balancing in network intrusion detection system is
considered. Load balancing method based on work of several components of network …

The methods to improve quality of service by accounting secure parameters

T Radivilova, L Kirichenko, D Ageiev… - Advances in Computer …, 2020 - Springer
A solution to the problem of ensuring quality of service, providing a greater number of
services with higher efficiency taking into account network security is proposed. In this …

Calculation of distributed system imbalance in condition of multifractal load

T Radivilova, L Kirichenko… - 2016 Third International …, 2016 - ieeexplore.ieee.org
The method of calculating distributed system imbalance based on the calculation of node
system load was proposed in the work. Calculation of node system load is carried out by …

Analyzes of the distributed system load with multifractal input data flows

L Kirichenko, T Radivilova - … and application of CAD systems in …, 2017 - ieeexplore.ieee.org
The paper proposes a solution an actual scientific problem related to load balancing and
efficient utilization of resources of the distributed system. The proposed method is based on …

The multifractal load balancing method

I Ivanisenko, T Radivilova - 2015 Second International …, 2015 - ieeexplore.ieee.org
The load-balancing system, built on the basis of a subsystem load balancer and subsystem
control and monitoring that closely interact with each other was propose in work. This system …

Fractal analysis based detection of DoS/LDoS network attacks

IS Barsukov, AM Bobreshov… - 2019 International …, 2019 - ieeexplore.ieee.org
Numerous research point to the fractal (self-similar) nature of network traffic. Self-similarity
appears in strong traffic autocorrelation and long-term dependence. This leads to the fact …

[HTML][HTML] Wavelet type selection in the problem of anomaly intrusions detection in computer networks using multifractal analysis methods

SO Ivanovich, SJ Were - T-Comm-Телекоммуникации и Транспорт, 2015 - cyberleninka.ru
In the article examines detection peculiarities of anomaly bursts of telecommunications
traffic, in real time, using fractal methods. The method is based, on the current estimation of …

Security analysis of cyber-physical systems network infrastructure

D Lavrova, M Poltavtseva… - 2018 IEEE Industrial …, 2018 - ieeexplore.ieee.org
In this paper authors propose an approach that implements security analysis of ultra-high
volumes of network traffic generated by components of cyberphysical systems. Proposed …

Classification methods of machine learning to detect DDoS attacks

T Radivilova, L Kirichenko, D Ageiev… - 2019 10th IEEE …, 2019 - ieeexplore.ieee.org
In this paper the problem of intrusion detection by classification of the network traffic
realizations was considered. The Machine Learning methods using fractal and recurrence …

[HTML][HTML] An innovative approach to anomaly detection in communication networks using multifractal analysis

P Dymora, M Mazurek - Applied Sciences, 2020 - mdpi.com
Fractal and multifractal analysis can help to discover the structure of the communication
system, and in particular the pattern and characteristics of traffic, in order to understand the …