An approach to detecting cyber attacks against smart power grids based on the analysis of network traffic self-similarity

I Kotenko, I Saenko, O Lauta, A Kribel - Energies, 2020 - mdpi.com
… , obtained by simulation. The second goal of the experiments … the original traffic into groups
of packets of appropriate sizes. … The main advantage of this approach is the high speed of …

Self-Similarity of Traffic Within a 5G Standalone Network

B Martin, J Snyder, CA Bollmann - … International Conference on …, 2023 - ieeexplore.ieee.org
… an overview of self-similarity and how it is measured. This is … in measuring the self-similarity
of various network traffic models … , “Selfsimilarity in high-speed packet traffic: analysis and …

Self-similarity based network anomaly detection for industrial control systems

B Martin, CA Bollmann - … on Communications and Network …, 2023 - ieeexplore.ieee.org
… Internet traffic dynamics and the reliability of traffic models. The … of self-similarity of M2M
network traffic in ICS as measured by … , “Selfsimilarity in high-speed packet traffic: analysis and …

A technique for early detection of cyberattacks using the traffic self-similarity property and a statistical approach

I Kotenko, I Saenko, A Kribel… - … , Distributed and Network …, 2021 - ieeexplore.ieee.org
… It proved the self-similarity of the processes occurring in … models that describe the fractal
properties of network traffic. However… The traffic structure, packet header length, flags, checksum …

[PDF][PDF] Hardware Acceleration of Traffic Classifiers for High Throughput Ethernet

M Czekaj - 2021 - doktoraty.iet.agh.edu.pl
… computing, acts as a high-speed network gateway. Moreover, … A role of packet size in
the network workload metrics. Header… empirical traffic traces and suggesting a strong self-similarity. …

Time Series Analysis of Computer Network Traffic in a Dedicated Link Aggregation

G Millán, G Lefranc, R Osorio-Comparán… - arXiv preprint arXiv …, 2021 - arxiv.org
traffic self-similarity can be classified into four categories: measurement-based traffic modelling,
physical modelling… of fractal analysis that reaffirms that traffic flows in current high-speed

Evaluating the impact of traffic sampling in network analysis

JES Mendes - 2022 - repositorium.sdum.uminho.pt
… estimating network state, and statistical properties such as self-similarity and … 12], and in high
speed networks [13… incoming packets along 200ms are ignored for measurement purposes. …

A software deep packet inspection system for network traffic analysis and anomaly detection

W Song, M Beshley, K Przystupa, H Beshley, O Kochan… - Sensors, 2020 - mdpi.com
… studies of network traffic show the presence of self-similarity … each packet, which stores the
packet length and captures the … However, in conditions of high-speed traffic with algorithms of …

Performance analysis of asynchronous priority-based internet router under self-similar traffic input-queueing system with Markovian input and hyper-exponential …

MR Perati, RK Gudimalla - International Journal of …, 2021 - inderscienceonline.com
Self-similarity is defined in term of second order statistics and … self-similar network traffic
wherein packet length follows hyper-… That is, in this model, packet lengths are assumed to follows …

[PDF][PDF] Observing the effect of TCP congestion control on network traffic

YCJA Silvester - academia.edu
… using ns-2 network simulation. Specifically, we observe the … ship between packet loss rate
and degree of self-similarity. … burstiness in the TCP traffic with two measures, the coefficient of …