The authors utilize a Convolutional Neural Network (CNN) based architecture, specifically adapting models commonly used in time-series classification:
Mouse dynamics serve as a behavioral biometric. Previous datasets (like the Balabit Mouse Dynamics dataset) often involved users performing general computer tasks or filling out forms (linguistic context). The authors identify a gap: n0lmt2022480pw3bdlhin3ngx264vegamovi
The Goal: Create a dataset that isolates mouse motor control from the cognitive load of linguistic processing to understand pure motor behavior. The authors utilize a Convolutional Neural Network (CNN)
The dataset divides the non-linguistic tasks into specific categories to test different motor skills: The Goal: Create a dataset that isolates mouse
The raw data includes: