Mathematical Methods in the Applied Sciences · 2021 · 53 citations · 40 references
Natural SciencesCybersecurityMathematicsDifferential EquationsDynamical SystemsNetwork SecurityNonlinear DynamicsNumerical Methods For Differential EquationsSensor NetworksStability TheoryTransmission DynamicsWireless Sensor NetworksEpidemic ModelsEpidemic SpreadingEpidemic Spreading ModelsFractional-order Compartmental ModelsGlobal StabilityGlobal Stability AnalysisNonlinear StructureWorm Propagation
Wireless sensor networks (WSNs) are subject to cyber attacks. Security of such networks is a significant priority for everyone. Due to the network's frail defense mechanisms, WSNs are easy targets for worm attacks. A single unsecured node via contact can effectively propagate the worm across the entire network. Mathematical epidemic models are helpful in analyzing worm propagation in WSNs. To understand the attacking and spreading dynamics of worms in WSNs, a fractional‐order compartmental epidemic model is investigated with susceptible, exposed, infected, recovered, and vaccinated nodes. Dynamical aspects such as boundedness, existence, and uniqueness of the solutions are presented with the help of fractional calculus theory. Global stability of the points of equilibrium are established. The projected nonlinear structure is examined numerically via the generalized Adams–Bashforth–Moulton method. This study demonstrates the influence of the fractional operator on WSNs dynamics and the efficiency of the numerical method.
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