no code implementations • 6 Mar 2023 • Animesh Basak Chowdhury, Lilas Alrahis, Luca Collini, Johann Knechtel, Ramesh Karri, Siddharth Garg, Ozgur Sinanoglu, Benjamin Tan
Oracle-less machine learning (ML) attacks have broken various logic locking schemes.
1 code implementation • 29 Nov 2022 • Lilas Alrahis, Johann Knechtel, Ozgur Sinanoglu
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.
no code implementations • 15 Nov 2022 • Fangzhou Wang, Qijing Wang, Bangqi Fu, Shui Jiang, Xiaopeng Zhang, Lilas Alrahis, Ozgur Sinanoglu, Johann Knechtel, Tsung-Yi Ho, Evangeline F. Y. Young
In this work, we proactively and systematically harden the physical layouts of ICs against post-design insertion of Trojans.
1 code implementation • 4 Aug 2022 • Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu
Without a precise understanding of the impact of variations on the delay of circuit paths, guardbands, which keep timing violations at bay, cannot be correctly estimated.
2 code implementations • 1 Jun 2022 • Mahya Morid Ahmadi, Lilas Alrahis, Alessio Colucci, Ozgur Sinanoglu, Muhammad Shafique
We release the NeuroUnlock and the ReDLock as open-source frameworks.