RT dataset
T1 Stochastic Simulation Dataset of IoT Malware Spread Using Individual-Based SIR Models and Topological Overlap Measures
A1 Rodríguez García, Rafael
A1 Herrero Cosío, Álvaro
K1 Mathematical epidemiology
K1 Malware propagation
K1 Stochastic simulation
K1 Data science
K1 IoT network
K1 Seguridad informática
K1 Computer security
K1 Redes informáticas
K1 Computer networks
AB This dataset contains simulation data generated from two individual-based stochastic models for malware propagation in an Internet-of-Things (IoT) network: a continuous-time Gillespie SIR model and a discrete-time Monte Carlo SIR model.For each modeling framework, two variants are included: the standard version (Gil / LMC) and the version incorporating the Topological Overlap Measure (TOM) (GilT / LMCTOM).All simulations are executed on a 128-node IoT communication network generated as a power-law cluster graph.Each simulation is stored as an independent CSV file in pivoted format, where rows represent network nodes and columns represent temporal steps produced by the algorithm (event steps in the Gillespie method and iteration steps in the Monte Carlo method).The dataset is suitable for research on malware propagation, stochastic processes on networks, graph-based machine learning models, and cybersecurity analytics.
PB Universidad de Burgos
YR 2025
FD 2025-11
LK https://hdl.handle.net/10259/11078
UL https://hdl.handle.net/10259/11078
LA eng
NO Rodríguez García, R., & Herrero, A. (2025). Stochastic Simulation Dataset of IoT Malware Spread Using Individual-Based SIR Models and Topological Overlap Measures [Data set]. Universidad de Burgos. https://doi.org/10.71486/K6V4-0Z45
NO This publication is part of the AI4SECIoT project ("Artificial Intelligence for Securing IoT Devices"), funded by the National Cybersecurity Institute (INCIBE),  derived from a collaboration agreement signed between the National Institute of Cybersecurity (INCIBE) and the University of Burgos.  This initiative is carried out within the framework of the Recovery, Transformation and Resilience Plan funds, financed by the European Union (Next Generation),  the project of the Government of Spain that outlines the roadmap for the modernization of the Spanish economy, the recovery of economic growth and job creation,  for solid, inclusive and resilient economic reconstruction after the COVID19 crisis, and to respond to the challenges of the next decade.
DS Repositorio Institucional de la Universidad de Burgos
RD 21-may-2026