A substantial part of the Integrated Circuit (IC) supply chain that involves semiconductor
fabrication, packaging, and testing has shifted globally to minimize IC costs and satisfy …

Hardware-based attacks on the semiconductor supply chain are emerging due to the
globalization of the design flow. Logic locking is a design-for-trust scheme that promises …

This work introduces a generic, machine learning (ML)-based platform for functional reverse
engineering (RE) of circuits. Our proposed platform GNN-RE leverages the notion of graph …

Logic locking has emerged as a prominent key-driven technique to protect the integrity of
integrated circuits. However, novel machine-learning-based attacks have recently been …

Protection of the design intellectual property (IP) has become a pertinent need owing to the
globalized integrated circuit (IC) supply chain. Logic locking has been perceived as a …

Logic locking aims to prevent intellectual property (IP) piracy and unauthorized
overproduction of integrated circuits (ICs). However, initial logic locking techniques were …

Logic locking has received considerable interest as a prominent technique for protecting the
design intellectual property from untrusted entities, especially the foundry. Recently …

Graph neural networks (GNNs) have pushed the state-of-the-art (SOTA) for performance in
learning and predicting on large-scale data present in social networks, biology, etc. Since …

Logic locking aims to protect the intellectual property (IP) of integrated circuit (IC) designs
throughout the globalized supply chain. The SAIL attack, based on tailored machine …

Reverse engineering an integrated circuit netlist is a powerful tool to help detect malicious
logic and counteract design piracy. A critical challenge in this domain is the correct …