Securing Consumer Electronics Device Loops in the Internet of Things Through β Control Access Scheme

With the growing dependence of consumer devices on the Internet of Things (IoT), the need for cybersecurity has increased to combat common injection and functional replica threats. Inadequate ports in the consumer electronics network render these devices vulnerable to cyber assaults, requiring strong security measures. This paper presents a new method, the Beta Control Access Scheme (β-CAS), to strengthen closed IoT-consumer electronics loops. Using a different access control (β), this system efficiently fixes corrupted electronic circuits by blocking illegal access and restoring normal control using IoT records. The complex procedure requirements and control flow are carefully observed and guided by dual-layer neural networks. The first layer aims to reduce unwanted access and rapidly terminates the initial control (α) when unlawful access is detected. The next processing layer retrieves the most recent control logs from the IoT and then executes an access control reset using the main goal’s reverse time. Authentication in this approach depends on traditional key/fingerprint verification for setting up and restoring control of electronic devices. The robust computational procedures for security validation and record retrieval are made possible with IoT, delivering a complete and efficient cybersecurity architecture.