Shield-IoT is an IoT security platform designed to monitor and protect connected devices deployed in smart city environments, including security cameras, traffic management systems, parking systems, and transportation devices. The platform operates out-of-band by analyzing device-to-cloud traffic statistics mirrored from the network, meaning it requires no changes to existing network infrastructure or devices. It functions as a SaaS/cloud solution and can be deployed within a single day. Security events and operational anomalies detected by the platform are presented through a multi-tenant user interface and can also be accessed by third-party systems via API. The platform uses AI-based technology (referred to as coreset-AI) to detect unknown cyber threats, including device takeover attempts, man-in-the-middle attacks, and unknown malware. Key functional areas include: - Real-time visibility into IoT/IIoT network assets, risk levels, network behavior, and usage trends - AI-driven threat detection targeting early-stage, previously unknown attack patterns - Automated compliance reporting for data privacy and business continuity standards - Threat mitigation actions aimed at improving organizational resiliency The platform is positioned for mass-scale deployments, designed to secure millions of devices across distributed field environments without requiring on-site hardware changes or service interruptions.