metadata
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.
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.