BeCAPTCHA-Mouse: Synthetic mouse trajectories and improved bot detection

作者：

Highlights：

• Two novel methodologies for mouse trajectory synthesis.

• A new bot detection algorithm based on neuromotor modeling of mouse trajectories

• Improved modeling of mouse dynamics based on real and synthesized samples.

• Public benchmark for research in bot detection and other mouse-based HCI applications.

摘要

•Two novel methodologies for mouse trajectory synthesis.•A new bot detection algorithm based on neuromotor modeling of mouse trajectories•Improved modeling of mouse dynamics based on real and synthesized samples.•Public benchmark for research in bot detection and other mouse-based HCI applications.

论文关键词：CAPTCHA,Bot detection,Behavior,Biometrics,Mouse,Neuromotor

论文评审过程：Received 26 February 2021, Revised 30 November 2021, Accepted 8 March 2022, Available online 14 March 2022, Version of Record 22 March 2022.

论文官网地址：https://doi.org/10.1016/j.patcog.2022.108643