Abstract: With increasing security concerns in various fields, automation in surveillance and threat response has gained significant attention. This paper presents the development of an autonomous security vehicle equipped with a real-time face recognition system. The vehicle is trained with a predefined set of faces and is programmed to identify and respond to unauthorized individuals. When an unknown face is detected, the system activates an automated gun mechanism for defensive action. The implementation of artificial intelligence for face recognition, microcontroller-based hardware for control, and an actuation mechanism for response ensures a real-time and efficient security system. This research highlights the design, methodology, experimental setup, and results of this project, providing insights into its feasibility, limitations, and potential improvements for future developments.

| DOI: 10.17148/IARJSET.2025.12233