A Novel Approach for an Enhanced Security System on IoT Devices

IoT devices increase the variety and complexity of security. Current security solutions typically fall short in a number of areas, especially when it comes to detecting and responding to attacks in real time. Through the interaction. Some examples are e-commerce, smart industrial management, smart grid, smart health, smart home, smart workplace, and e-governance. Every day, more and more devices get connected, which raises security risks and issues A comprehensive IoT security model is needed to support resource-based IoT gadgets and end security. We focus on the networks and IoT system applications in addition to the organizational approach towards IoT security, attack vectors, and security needs for IoT systems. We also provide a baseline for security implementation and recommend a security architecture to offer security-enabled IoT services through the the application of this cybersecurity framework, the project aims to strengthen the security stance of IoT devices, reduce the attack surface, and foster user trust in IoT applications. By establishing best practices and guidelines, this framework serves as a foundational step toward creating a safer IoT environment, ultimately contributing to the broader goals of digital Privacy and security in and an interconnected world. Experimental results demonstrate the effectiveness of AI/ML techniques in decreasing down on false positives and enhancing response times, making IoT deployments more resilient to emerging security threats.