CuSafe: Capturing Memory Corruptions on NVIDIA GPUs
Overview of CuSafe
CuSafe is the first open-sourced sanitizer on NVIDIA GPUs. It captures all
kinds of memory corruptions, including out-of-bounds access, use-after-free,
double-free.
We show that CuSafe with extreme accuracy (100%) and low overhead (avg. 1.13x). CuSafe also scales to large
applications, e.g., it can run on LLaMA 3 8B with less than 15% overhead.