44 citations · 70 across the 22 of their papers we have counts for
4 papers · 1 filter
LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust
Zeng Wang, Lilas Alrahis, Likhitha Mankali +2
Chip design is about to be revolutionized by the integration of large language, multimodal, and circuit models (collectively LxMs). While exploring this exciting frontier with trem…
TroLLoc: Logic Locking and Layout Hardening for IC Security Closure against Hardware Trojans
Fangzhou Wang, Qijing Wang, Lilas Alrahis +7
Due to cost benefits, supply chains of integrated circuits (ICs) are largely outsourced nowadays. However, passing ICs through various third-party providers gives rise to many secu…
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs
Lilas Alrahis, Hassan Nassar, Jonas Krautter +4
The security of cloud field-programmable gate arrays (FPGAs) faces challenges from untrusted users attempting fault and side-channel attacks through malicious circuit configuration…
Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs
Zhengyao Gu, Diego Troy Lopez, Lilas Alrahis +1
Graph neural network-based network intrusion detection systems have recently demonstrated state-of-the-art performance on benchmark datasets. Nevertheless, these methods suffer fro…