Garant-asia/biometric-vehicle-access-control

🚗 Garant Fleet AI: Biometric Vehicle Access Control & Anti-Spoofing Engine

This Space demonstrates the core authentication and edge-security architecture of the Garant Fleet AI Platform. It serves as an interactive prototype for enterprise-grade commercial fleet safety, replacing vulnerable physical keys with secure biometric identity verification linked directly to the vehicle's CAN bus.

🛡️ Enterprise-Grade Security Architecture

In commercial fleet management, isolated hardware components are insufficient. The success of a fleet safety ecosystem relies entirely on the robustness of its overarching system architecture. This module integrates computer vision with vehicle hardware control loops:

• —Camera Module ➔ Face Detection Engine ➔ Passive Liveness / Anti-Spoofing ➔ Authorization Logic ➔ CAN Bus / Relay Controller ➔ Engine Start Permission

🧠 Core Features Demonstrated:

1. 1.Real-time Face Detection: Utilizes optimized computer vision algorithms running on the edge to isolate and track the driver's features.
2. 2.Passive Liveness Detection (Simulated Framework): Infrastructure designed to prevent spoofing, deepfakes, and photo-attacks without requiring active user cooperation (e.g., blinking or turning the head).
3. 3.CAN Bus Integration Logic: Simulates secure token transmission to the vehicle’s relay controllers, ensuring that engine start permission is granted exclusively to authorized personnel.
4. 4.Secure Event Logging: Generates immutable cryptographic logs for every access attempt, enabling unauthorized driver lockout and real-time fleet risk mitigation.

Developed under the proprietary tech stack of Garant Fleet AI (Galkynyş sowgady group of companies).