What question did this study set out to answer?

To develop a dynamic model that represents the behavior of DDoS attacks in e-commerce networks and their effects on bot propagation.

February 2, 2026Open Access

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Dynamic Model on Attacking Behavior of Ddos in E-Commerce Network

*P*Samir Kumar Pandey

Key Points

To develop a dynamic model that represents the behavior of DDoS attacks in e-commerce networks and their effects on bot propagation.
Proposed a dynamic SIS – SEIRS model to represent bot propagation.
Formulated a mathematical model to capture the dynamics of different model compartments.
Employed numerical methods for solving and simulating the developed equations using MATLAB.
The model effectively illustrates the propagation patterns of bots within an e-commerce network under DDoS attacks.
Numerical simulations demonstrate the significant impact of DDoS attacks on network functionality.

Abstract

The “information warfare” can hit and completely break down critical IT infrastructure of an organization or a country. Cybercrime has many types, but, in this paper we have focused on DDoS attack into an E-Commerce network to spread bots throughout the network. DDoS attack can be used to sabotage a service or as a cover for bots delivery. In this paper a dynamic SIS – SEIRS model is proposed to represent the propagation of bots in E-Commerce network through DDoS attack. A mathematical model is also formulated to represent the dynamism of the members of different compartments of the model. Numerical methods are employed to solve and simulate the system of equations developed. Results of numerical simulations are obtained using MATLAB.

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Dynamic Model on Attacking Behavior of Ddos in E-Commerce Network

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