1 citations · 3 across the 11 of their papers we have counts for
3 papers · 2 filters
CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage
Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali +1
Large Language Models (LLMs) have achieved remarkable success in generative tasks, including register-transfer level (RTL) hardware synthesis. However, their tendency to memorize t…
TimelyHLS: LLM-Based Timing-Aware and Architecture-Specific FPGA HLS Optimization
Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali +1
Achieving timing closure and design-specific optimizations in FPGA-targeted High-Level Synthesis (HLS) remains a significant challenge due to the complex interaction between archit…
LLM-IFT: LLM-Powered Information Flow Tracking for Secure Hardware
Nowfel Mashnoor, Mohammad Akyash, Hadi Kamali +1
As modern hardware designs grow in complexity and size, ensuring security across the confidentiality, integrity, and availability (CIA) triad becomes increasingly challenging. Info…