This dataset accurately models the internal behavior of an IoT spectrum sensor (belonging to the ElectroSense platform and consisting of a Raspberry Pi 3 with a software-defined radio kit) when it is functioning normally and under attack. To accomplish it, the system calls of the IoT sensor are monitored under normal behavior, gathered, cleaned, and stored in a centralized directory. Then, the device is infected with current malware affecting IoT devices, such as the Bashlite botnet, Thetick backdoor, Bdvl rootkit, and a Ransomware proof of concept.

DOI Link: 
10.21227/nvmb-eg69
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[1] Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, "MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware", IEEE Dataport, 2022. [Online]. Available: http://dx.doi.org/10.21227/nvmb-eg69. Accessed: Feb. 10, 2025.
@data{nvmb-eg69-22,
doi = {10.21227/nvmb-eg69},
url = {http://dx.doi.org/10.21227/nvmb-eg69},
author = {Ramon Solo de Zaldivar; Alberto Huertas Celdrán; Jan von der Assen; Pedro Miguel Sánchez Sánchez; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller },
publisher = {IEEE Dataport},
title = {MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware},
year = {2022} }
TY - DATA
T1 - MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware
AU - Ramon Solo de Zaldivar; Alberto Huertas Celdrán; Jan von der Assen; Pedro Miguel Sánchez Sánchez; Gérôme Bovet; Gregorio Martínez Pérez; Burkhard Stiller
PY - 2022
PB - IEEE Dataport
UR - 10.21227/nvmb-eg69
ER -
Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller. (2022). MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware. IEEE Dataport. http://dx.doi.org/10.21227/nvmb-eg69
Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller, 2022. MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware. Available at: http://dx.doi.org/10.21227/nvmb-eg69.
Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller. (2022). "MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware." Web.
1. Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller. MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware [Internet]. IEEE Dataport; 2022. Available from : http://dx.doi.org/10.21227/nvmb-eg69
Ramon Solo de Zaldivar, Alberto Huertas Celdrán, Jan von der Assen, Pedro Miguel Sánchez Sánchez, Gérôme Bovet, Gregorio Martínez Pérez, Burkhard Stiller. "MalwSpecSys: A Dataset Containing Syscalls of an IoT Spectrum Sensor Affected by Heterogeneous Malware." doi: 10.21227/nvmb-eg69