Add dataset card and link to paper
#1
by
nielsr
HF Staff
- opened
README.md
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---
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task_categories:
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- other
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tags:
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- hardware-inference
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- gpu
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- ml-security
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---
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# Hardware and Software Platform Inference Dataset
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This dataset is associated with the paper [Hardware and Software Platform Inference](https://huggingface.co/papers/2411.05197).
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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.
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Code: https://github.com/microsoft/hspi
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