no code implementations • 11 May 2024 • Zeng Wang, Lilas Alrahis, Likhitha Mankali, Johann Knechtel, Ozgur Sinanoglu
Chip design is about to be revolutionized by the integration of large language, multimodal, and circuit models (collectively LxMs).
no code implementations • 9 May 2024 • Fangzhou Wang, Qijing Wang, Lilas Alrahis, Bangqi Fu, Shui Jiang, Xiaopeng Zhang, Ozgur Sinanoglu, Tsung-Yi Ho, Evangeline F. Y. Young, Johann Knechtel
In this work, we proactively and systematically protect the physical layouts of ICs against post-design insertion of Trojans.
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.