Cross Market Mobile Country of Origin
Dataset Overview
This dataset is created from a subset of the Cross Market mobile application dataset. The dataset was originally gathered to examine the privacy of the 100 most popular iOS and Android applications in India, China, and the US. In this dataset, the same applications network captures are used but with the goal of deteremining the country of origin of the application.
Task Description
The task is to determine the country of origin of each mobile application in a given application traffic trace (US, China, or India).
Links and Facts
- Dataset Link: Google Drive
- Dataset Size (Uncompressed): < 10 GB
- Disallowed Features: None
- Number of Classes: 3
- pcapML Metadata Comment Format:
sampleID,label - Protocols: IPv4, TCP, UDP, Payloads
- Metric to Optimize: Balanced Accuracy
Special Dataset Notes
None.
Citation(s)
Original Dataset
@article{crossmarketdataset,
title={An International View of Privacy Risks for Mobile Apps},
author={Ren, Jingjing and Dubois, Daniel J. and Choffnes, David},
url={https://recon.meddle.mobi/papers/cross-market.pdf},
year={2019}
}
nPrint release
@inproceedings{10.1145/3460120.3484758,
author = {Holland, Jordan and Schmitt, Paul and Feamster, Nick and Mittal, Prateek},
title = {New Directions in Automated Traffic Analysis},
year = {2021},
isbn = {9781450384544},
url = {https://doi.org/10.1145/3460120.3484758},
doi = {10.1145/3460120.3484758},
series = {CCS '21}
}