Datasets:
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README.md
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---
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# Android GPU Performance Counter to Key Press Dataset
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## Description
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This dataset comes from our mobile GPU-based eavesdropping work, [Eavesdropping user credentials via GPU side channels on smartphones](https://doi.org/10.1145/3503222.3507757), presented at the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2022).
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The dataset is arranged in the following format:
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* Folder name (e.g., `1622457056`): This UNIX timestamp when the experiment took place.
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* `timestamp_data.csv`: Raw recording of GPU performance counter changes during the experiment.
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* Column 1: UNIX timestamp of each event
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* Column 2-13: GPU
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* `timestamp_keys.csv`: Keyboard key presses occurred during the experiment.
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## Citation
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[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/
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[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png
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[cc-by-nc-sa-shield]: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg
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- en
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size_categories:
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- 1K<n<10K
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pretty_name: Android GPU Performance Counter to Key Press Dataset
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---
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# Android GPU Performance Counter to Key Press Dataset
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## Description
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This dataset comes from our mobile GPU-based eavesdropping work, [Eavesdropping user credentials via GPU side channels on smartphones](https://doi.org/10.1145/3503222.3507757), presented at the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS 2022).
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It contains 3,466 traces of mapping between the on-screen keyboard key presses and corresponding Snapdragon Adreno GPU performance counter changes collected on device in the meantime.
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## Data Structure
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The dataset is arranged in the following format:
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* Folder name (e.g., `1622457056`): This UNIX timestamp when the experiment took place.
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* `timestamp_data.csv`: Raw recording of GPU performance counter changes during the experiment.
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* Column 1: UNIX timestamp of each performance counter ("PC") value change event, with granularity of 1 microseconds.
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* Column 2-13: GPU PC value changes of different types:
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* `PERF_LRZ_VISIBLE_PRIM_AFTER_LRZ`
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* `PERF_LRZ_FULL_8X8_TILES`
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* `PERF_LRZ_PARTIAL_8X8_TILES`
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* `PERF_LRZ_VISIBLE_PIXEL_AFTER_LRZ`
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* `PERF_RAS_SUPERTILE_ACTIVE_CYCLES`
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* `PERF_RAS_SUPER_TILES`
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* `PERF_RAS_8X4_TILES`
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* `PERF_RAS_FULLY_COVERED_8X4_TILES`
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* `PERF_VPC_PC_PRIMITIVES`
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* `PERF_VPC_SP_COMPONENTS`
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* `PERF_VPC_LRZ_ASSIGN_PRIMITIVES`
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* `PERF_VPC_SP_LM_COMPONENTS`
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* `timestamp_keys.csv`: Keyboard key presses occurred during the experiment.
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* Column 1: UNIX timestamp of each key press, with granularity of 1 microseconds.
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* Column 2: The specific key press occurred.
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For the discussion of detailed meanings of different GPU PCs, please refer to [our paper](https://doi.org/10.1145/3503222.3507757).
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## Citation
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[cc-by-nc-sa]: http://creativecommons.org/licenses/by-nc-sa/4.0/
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[cc-by-nc-sa-image]: https://licensebuttons.net/l/by-nc-sa/4.0/88x31.png
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[cc-by-nc-sa-shield]: https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg
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