Tags:Counterfeit Detection, counterfeit ic detection, Electromagnetic Measurements, em based counterfeit detection, em based fingerprinting, Hardware Security, Machine Learning, Principal Component Analysis, Supply Chain Security and unsupervised machine learning
Abstract:
Today's globalized electronics supply chain is prone to counterfeit chip proliferation. We propose a novel method of counterfeit integrated circuit detection which utilizes design-specific electromagnetic fingerprints generated by clock distribution networks.
EMFORCED: EM-based Fingerprinting Framework for Counterfeit Detection with Demonstration on Remarked and Cloned ICs