Mangalore’s adoption of smart traffic systems featuring AI, sensors, and IoT requires strong cybersecurity frameworks. These systems manage real-time traffic flow, signals, and surveillance. Securing them from cyber threats is essential to prevent malicious disruptions and ensure road safety and data integrity.