The growing prevalence of copyright ICs – Integrated Circuits – in this market poses a considerable challenge to enterprises and individuals alike. These sham components, often sourced from unreliable suppliers, can lead to failures in electronic devices, reduced system functionality, and even security problems. Acquiring these substandard ICs