3D Gesture Mobile Authentication Using Acceleration and Gyroscope Sensor

Project Overview

This final year project explores the development and implementation of an innovative 3D gesture-based authentication system for mobile devices. By leveraging smartphone sensors such as accelerometers and gyroscopes, this system uses behavioral biometrics through 3D hand signatures to enhance mobile security.

Key Objectives

• Innovate a new authentication method: Utilize dynamic 3D hand signatures for robust user authentication.
• User Convenience and Security: Balance security measures with user-friendly authentication processes.
• Develop a Prototype: Create a mobile application prototype on the iOS platform.

Key Components

• iOS Mobile App (SwiftUI): For developing the mobile application prototype.
• FastAPI Backend: For developing the backend system

Best Result

• SoftDTW Algorithm: Demonstrated high efficiency and accuracy in user authentication, ensuring low False Acceptance Rate (FAR) and False Rejection Rate (FRR) while maintaining quick processing times.