mouse-dynamics

Biometric-Authentication-Using-Mouse-Dynamics Mini Project

Physics-constrained offline RL pipeline for synthetic human mouse telemetry in behavioral-biometrics and continuous-authentication research (MuJoCo, d3rlpy, Balabit).

An open sourced approach to One-Shot Learning for Mouse Dynamics recognition in PyTorch. This includes tools for data preprocessing, training both classification and embedding models, and evaluating model performance on a Minecraft dataset.

Python project that uses machine learning to identify users based on their mouse movement patterns. It analyzes behavioral datasets and applies supervised learning techniques for behavior-based biometric authentication.

Model and replay your own human input style (keystroke, click and mouse dynamics), with behavioral fingerprinting.

Continuous Authentication System using Behavioural Biometric Recognition

A survey of the behavioral layer of bot detection and the limits of synthetic human input: what detectors measure, how mouse and keystroke input is synthesized, and why the popular generators are the easiest to catch.

Real-time AI stress tracker using mouse & keystroke dynamics. Privacy-first, local-only, and 100% offline.

Coherent synthetic motor identities from a seed — keystroke, pointer, scroll and idle timing calibrated from 6,130 real people across three datasets. Browser-agnostic, zero dependencies.

SecureAuth Enterprise is a behavioral biometric authentication platform that enhances cybersecurity by analyzing keystroke dynamics, mouse behavior, facial recognition, and WebAuthn biometrics for continuous user verification.

Multimodal behavioural biometrics logger used to collect the BEACON dataset. Keystrokes, mouse, network, screen and hardware, in sync.

A real-time continuous authentication system using face recognition (FaceNet), keystroke dynamics (LSTM Autoencoder), and mouse dynamics (GRU Autoencoder) with a Chrome extension, FastAPI backend, and React admin portal.

Mouse Dynamics-Based Intrusion Detection using Recurrence Plots and Vision Transformers