Endangered Privacy: Large-Scale Monitoring of Video Streaming Services -- USENIX Security 2025 Artifact

The artifact contains all necessary code and data to reproduce all the results of the paper "Endangered Privacy: Large-Scale Monitoring of Video Streaming Services" accepted at USENIX Security 2025.

Specifically our artifact includes:

• TSV datasets containing video metadata and fingerprints from Amazon, Max, and SVT
• PCAP capture files from the main evaluation, the unknown traffic experiment, and DAITA testing
• karl, our data collection tool for retrieving fingerprints
• BurstShark, our TShark wrapper tool for network traffic capture
• Models implementing the video identification logic
• An evaluation script to reproduce the main results
• Miscellaneous scripts, e.g., the automated WebDriver streaming script

If you are primarily interested in the core components of the project, including the source code and key scripts, visit the GitHub repository:
➡️ https://github.com/trustcom/endangered-privacy

Licensing Information

This Zenodo deposit contains both source code and datasets, each with separate licensing:

• Source Code: BSD 3-Clause License.
• Datasets: Creative Commons Attribution 4.0 International.

By using this repository, you agree to comply with these respective licenses.