| --- |
| license: cc-by-nc-4.0 |
| language: |
| - en |
| tags: |
| - App Privacy Policies |
| - Data Safety Labels |
| --- |
| # GoogleDataSafety |
|
|
| Data used in the papers: |
| - [Unpacking Privacy Labels: A Measurement and Developer Perspective on Google's Data Safety Section](https://www.usenix.org/conference/usenixsecurity24/presentation/khandelwal) |
| - [The Overview of Privacy Labels and their Compatibility with Privacy Policies](https://arxiv.org/abs/2303.08213) |
| - [Comparing Privacy Labels of Applications in Android and iOS](https://dl.acm.org/doi/10.1145/3603216.3624967) |
|
|
| **** |
|
|
| ## Getting Started |
|
|
| In this dataset you have the following data: |
| 1. App Privacy Policies |
| 2. Data Safety Sections Labels |
|
|
| The data is collected from the apps in Google Play Store over the period of 2022-2023. |
|
|
| **** |
|
|
| ### 1. Code Structure |
| ``` |
| ├── raw_policies/ |
| │ ├── policy_raw_0.zip |
| │ ├── policy_raw_100000.zip |
| │ ├── policy_raw_200000.zip |
| │ ├── policy_raw_300000.zip |
| │ └── ... |
| ├── data_safety_sections/ |
| │ ├── 05_30/ |
| │ ├── 06_20/ |
| │ ├── 06_28/ |
| │ ├── 07_01/ |
| │ └── ... |
| ``` |
|
|
| ### 2. Using Privacy Policy Data |
| Unzip the zip file and you will see the following structure: |
| ``` |
| ├── policy_raw_0/ |
| │ ├── <app_id> |
| │ │ ├── <privacy_policy_timestamp>.txt # Raw HTML of the privacy policy |
| │ │ └── site.txt # URL of the privacy policy |
| │ └── ... |
| ``` |
|
|
| ### 3. Loading DSS Label Data |
| ```python |
| import pandas as pd |
| |
| # Load the data |
| # !pip install pyarrow |
| |
| data = pd.read_parquet('data_safety_sections/05_30/all_data_05_30.brotli') |
| ``` |
|
|
| --------- |
|
|
| ## Contact |
|
|
| For any questions or feedback, feel free to contact [Asmit Nayak](mailto:anayak6@wisc.edu) and [Rishabh Khandelwal](mailto:rkhandelwal3@wisc.edu). |
|
|
|
|
| ## Citation |
|
|
| If you find this dataset useful in your research or applications, please kindly cite: |
| ``` |
| @inproceedings {google_data_safety_section, |
| author = {Rishabh Khandelwal and Asmit Nayak and Paul Chung and Kassem Fawaz}, |
| title = {Unpacking Privacy Labels: A Measurement and Developer Perspective on Google's Data Safety Section}, |
| booktitle = {33rd USENIX Security Symposium (USENIX Security 24)}, |
| year = {2024}, |
| address = {Philadelphia, PA}, |
| url = {https://www.usenix.org/conference/usenixsecurity24/presentation/khandelwal}, |
| publisher = {USENIX Association}, |
| month = aug |
| } |
| ``` |
