Balancing Leakage Reduction with Correctness Preservation in RTL Code Generation (Univ. of Central Florida)


A new technical paper titled "CircuitGuard: Mitigating LLM Memorization in RTL Code Generation Against IP Leakage" was published by researchers at University of Central Florida. Abstract "Large Language Models (LLMs) have achieved remarkable success in generative tasks, including register-transfer level (RTL) hardware synthesis. However, their tendency to memorize training data poses critic... » read more