Machine learning for high-dimensional data analysis in hardware assurance applications

• Main Author: Hong, Xuenong
• Other Authors: Gwee Bah Hwee
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Hardware assurance; Machine learning; Graph neural network; Hardware security
• Online Access: https://hdl.handle.net/10356/181494
• Institution: Nanyang Technological University

Hardware Assurance (HA) of Integrated Circuit (IC) is of paramount importance for the security and integrity of ICs after manufacturing. This is usually done by first extracting the circuit connections in the form circuit netlist and subsequently analysing the circuit netlist. The analysis of circ...