Datasets for bot detection using mouse behavior

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Authors: Afanasieva N. S., Lozhnikov P. S.

Annotation: Bot detection based on the dynamic characteristics of computer mouse cursor movement is considered. The basic dynamic characteristics and 150 additional ones obtained on their basis are presented. Publicly available datasets used to detect bots based on mouse cursor movement characteristics are studied. Self-created BOT1 and BOT2 datasets used for system training are described. To confirm the applicability of these data sets, the dimensionality reduction and the distribution comparison of key dynamic characteristics of the sets are performed.

Keywords: mouse dynamics datasets, track, mouse movement, malicious bot, bot