MuxLink: Circumventing learning-resilient mux-locking using graph neural network-based link prediction
Logic locking has received considerable interest as a prominent technique for protecting the
design intellectual property from untrusted entities, especially the foundry. Recently …
design intellectual property from untrusted entities, especially the foundry. Recently …
Deceptive logic locking for hardware integrity protection against machine learning attacks
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 …
integrated circuits. However, novel machine-learning-based attacks have recently been …
UNSAIL: Thwarting Oracle-Less Machine Learning Attacks on Logic Locking
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 …
throughout the globalized supply chain. The SAIL attack, based on tailored machine …
UNTANGLE: Unlocking routing and logic obfuscation using graph neural networks-based link prediction
Logic locking aims to prevent intellectual property (IP) piracy and unauthorized
overproduction of integrated circuits (ICs). However, initial logic locking techniques were …
overproduction of integrated circuits (ICs). However, initial logic locking techniques were …
GNNUnlock+: A systematic methodology for designing graph neural networks-based oracle-less unlocking schemes for provably secure logic locking
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 …
eliminating the expenses of owning and maintaining a fab. The intellectual property (IP) of …
Challenging the security of logic locking schemes in the era of deep learning: A neuroevolutionary approach
Logic locking is a prominent technique to protect the integrity of hardware designs
throughout the integrated circuit design and fabrication flow. However, in recent years, the …
throughout the integrated circuit design and fabrication flow. However, in recent years, the …
GNNUnlock: Graph neural networks-based oracle-less unlocking scheme for provably secure logic locking
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 …
intellectual property (IP) from untrustworthy entities throughout the supply chain. Functional …
Logic locking at the frontiers of machine learning: A survey on developments and opportunities
In the past decade, a lot of progress has been made in the design and evaluation of logic
locking; a premier technique to safeguard the integrity of integrated circuits throughout the …
locking; a premier technique to safeguard the integrity of integrated circuits throughout the …
Cola: Convolutional neural network model for secure low overhead logic locking assignment
Y Aghamohammadi, A Rezaei - … of the Great Lakes Symposium on VLSI …, 2023 - dl.acm.org
Chip designers can secure their ICs against piracy and overproduction by employing logic
locking and obfuscation. However, there are numerous attacks that can examine the logic …
locking and obfuscation. However, there are numerous attacks that can examine the logic …
SAIL: Analyzing structural artifacts of logic locking using machine learning
Obfuscation or Logic locking (LL) is a technique for protecting hardware intellectual property
(IP) blocks against diverse threats, including IP theft, reverse engineering, and malicious …
(IP) blocks against diverse threats, including IP theft, reverse engineering, and malicious …