Third-Party Hardware IP Assurance against Trojans through Supervised Learning and Post-processing

no code implementations • 29 Nov 2021 • Pravin Gaikwad, Jonathan Cruz, Prabuddha Chakraborty, Swarup Bhunia, Tamzidul Hoque

We present a comprehensive framework, associated algorithms, and a tool flow for obtaining an optimal set of features, training a targeted machine learning model, detecting suspect nets, and identifying Trojan circuitry from the suspect nets.

BIG-bench Machine Learning