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--- |
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license: cc-by-nc-4.0 |
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language: |
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- en |
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tags: |
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- App Privacy Policies |
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- Data Safety Labels |
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--- |
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# GoogleDataSafety |
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Data used in the papers: |
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- [Unpacking Privacy Labels: A Measurement and Developer Perspective on Google's Data Safety Section](https://www.usenix.org/conference/usenixsecurity24/presentation/khandelwal) |
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- [The Overview of Privacy Labels and their Compatibility with Privacy Policies](https://arxiv.org/abs/2303.08213) |
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- [Comparing Privacy Labels of Applications in Android and iOS](https://dl.acm.org/doi/10.1145/3603216.3624967) |
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**** |
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## Getting Started |
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In this dataset you have the following data: |
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1. App Privacy Policies |
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2. Data Safety Sections Labels |
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The data is collected from the apps in Google Play Store over the period of 2022-2023. |
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**** |
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### 1. Code Structure |
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``` |
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├── raw_policies/ |
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│ ├── policy_raw_0.zip |
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│ ├── policy_raw_100000.zip |
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│ ├── policy_raw_200000.zip |
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│ ├── policy_raw_300000.zip |
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│ └── ... |
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├── data_safety_sections/ |
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│ ├── 05_30/ |
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│ ├── 06_20/ |
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│ ├── 06_28/ |
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│ ├── 07_01/ |
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│ └── ... |
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``` |
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### 2. Using Privacy Policy Data |
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Unzip the zip file and you will see the following structure: |
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``` |
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├── policy_raw_0/ |
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│ ├── <app_id> |
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│ │ ├── <privacy_policy_timestamp>.txt # Raw HTML of the privacy policy |
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│ │ └── site.txt # URL of the privacy policy |
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│ └── ... |
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``` |
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### 3. Loading DSS Label Data |
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```python |
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import pandas as pd |
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# Load the data |
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# !pip install pyarrow |
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data = pd.read_parquet('data_safety_sections/05_30/all_data_05_30.brotli') |
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``` |
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--------- |
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## Contact |
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For any questions or feedback, feel free to contact [Asmit Nayak](mailto:[email protected]) and [Rishabh Khandelwal](mailto:[email protected]). |
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## Citation |
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If you find this dataset useful in your research or applications, please kindly cite: |
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``` |
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@inproceedings {google_data_safety_section, |
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author = {Rishabh Khandelwal and Asmit Nayak and Paul Chung and Kassem Fawaz}, |
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title = {Unpacking Privacy Labels: A Measurement and Developer Perspective on Google's Data Safety Section}, |
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booktitle = {33rd USENIX Security Symposium (USENIX Security 24)}, |
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year = {2024}, |
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address = {Philadelphia, PA}, |
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url = {https://www.usenix.org/conference/usenixsecurity24/presentation/khandelwal}, |
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publisher = {USENIX Association}, |
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month = aug |
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} |
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``` |
