[PDF][PDF] GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking

L AlrahisΥ, S Patnaik, F Khalid, MA Hanif, H SalehΥ… - 2021 - academia.edu
Logic locking is a holistic design-for-trust technique that aims to protect the design
intellectual property (IP) from untrustworthy entities throughout the supply chain. Functional …

[PDF][PDF] GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking

M Shafique, O Sinanoglu - past.date-conference.com
Logic locking is a holistic design-for-trust technique that aims to protect the design
intellectual property (IP) from untrustworthy entities throughout the supply chain. Functional …

GNNUnlock: Graph neural networks-based oracle-less unlocking scheme for provably secure logic locking

L Alrahis, S Patnaik, F Khalid, MA Hanif… - … , Automation & Test …, 2021 - ieeexplore.ieee.org
Logic locking is a holistic design-for-trust technique that aims to protect the design
intellectual property (IP) from untrustworthy entities throughout the supply chain. Functional …

GNNUnlock+: A systematic methodology for designing graph neural networks-based oracle-less unlocking schemes for provably secure logic locking

L Alrahis, S Patnaik, MA Hanif, H Saleh… - … on Emerging Topics …, 2021 - ieeexplore.ieee.org
Leading-edge design houses outsource the fabrication process to pure-play foundries
eliminating the expenses of owning and maintaining a fab. The intellectual property (IP) of …

Machine Learning-Based Security Evaluation and Overhead Analysis of Logic Locking

Y Aghamohammadi, A Rezaei - Journal of Hardware and Systems …, 2024 - Springer
Piracy and overproduction of hardware intellectual properties are growing concerns for the
semiconductor industry under the fabless paradigm. Although chip designers have …

Valkyrie: Vulnerability Assessment Tool and Attack for Provably-Secure Logic Locking Techniques

N Limaye, S Patnaik… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
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 …

UNSAIL: Thwarting Oracle-Less Machine Learning Attacks on Logic Locking

L Alrahis, S Patnaik, J Knechtel, H Saleh… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
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 …

LIPSTICK: Corruptibility-Aware and Explainable Graph Neural Network-based Oracle-Less Attack on Logic Locking

Y Aghamohammadi, A Rezaei - 2024 29th Asia and South …, 2024 - ieeexplore.ieee.org
In a zero-trust fabless paradigm, designers are increasingly concerned about hardware-
based attacks on the semiconductor supply chain. Logic locking is a design-for-trust method …

Hide and seek: Seeking the (un)-hidden key in provably-secure logic locking techniques

S Patnaik, N Limaye… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Logic locking is a holistic countermeasure that protects an integrated circuit (IC) from
hardware-focused threats such as piracy of design intellectual property and unauthorized …

SeeMLess: Security Evaluation of Logic Locking using Machine Learning oriented Estimation

B Ahmed, S Rahman, KZ Azar, F Farahmandi… - Proceedings of the …, 2024 - dl.acm.org
Although logic locking has been widely known as a promising countermeasure against
intellectual property (IP) piracy and overproduction risks, it has been challenged by different …