Informace o publikaci

Dataset of Shell Commands Used by Participants of Hands-on Cybersecurity Training



Rok publikování 2021
Druh Článek v odborném periodiku
Časopis / Zdroj Data in Brief
Fakulta / Pracoviště MU

Ústav výpočetní techniky

www Published version on Elsevier ScienceDirect
Klíčová slova cybersecurity education; cybersecurity exercise; Linux shell; Metasploit; command-line history; host-based data collection; educational data mining; learning analytics
Přiložené soubory
Popis We present a dataset of 13446 shell commands from 175 participants who attended cybersecurity training and solved assignments in the Linux terminal. Each acquired data record contains a command with its arguments and metadata, such as a timestamp, working directory, and host identification in the emulated training infrastructure. The commands were captured in Bash, ZSH, and Metasploit shells. The data are stored as JSON records, enabling vast possibilities for their further use in research and development. These include educational data mining, learning analytics, student modeling, and evaluating machine learning models for intrusion detection. The data were collected from 27 cybersecurity training sessions using an open-source logging toolset and two open-source interactive learning environments. Researchers and developers may use the dataset or deploy the learning environments with the logging toolset to generate their own data in the same format. Moreover, we provide a set of common analytical queries to facilitate the exploratory analysis of the dataset.
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