| task_categories: | |
| - other | |
| tags: | |
| - hardware-inference | |
| - gpu | |
| - ml-security | |
| # Hardware and Software Platform Inference Dataset | |
| This dataset is associated with the paper [Hardware and Software Platform Inference](https://huggingface.co/papers/2411.05197). | |
| The dataset supports Hardware and Software Platform Inference (HSPI), a method designed for identifying the underlying GPU architecture and software stack of a black-box machine learning model solely based on its input-output behavior. It leverages the inherent differences of various GPU architectures and compilers by analyzing numerical patterns in the model's outputs. | |
| Code: https://github.com/microsoft/hspi |