|
|
--- |
|
|
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 |
|
|
} |
|
|
``` |
