https://github.com/lsvih/cumul

Implementation of "Website Fingerprinting at Internet Scale"
https://github.com/lsvih/cumul

Last synced: 24 days ago
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Implementation of "Website Fingerprinting at Internet Scale"

• Host: GitHub
• URL: https://github.com/lsvih/cumul
• Owner: lsvih
• Created: 2018-07-04T02:11:01.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2023-02-24T02:04:41.000Z (almost 2 years ago)
• Last Synced: 2023-10-20T21:19:49.872Z (about 1 year ago)
• Language: Python
• Size: 4.88 KB
• Stars: 20
• Watchers: 1
• Forks: 6
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# CUMUL

Implementation of "Website Fingerprinting at Internet Scale"

Reproduce from original code of paper's author: [`http://lorre.uni.lu/~andriy/zwiebelfreunde/`](http://lorre.uni.lu/~andriy/zwiebelfreunde/)

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*Update at Feb. 2023*

Since the original dataset link is no longer available, please download the dataset from the [Web Archive](https://web.archive.org/web/20180716181420/http://lorre.uni.lu/~andriy/zwiebelfreunde/)

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If you find this method helpful for your research, please cite this paper:

```

@inproceedings{panchenko2016website,

  title={Website Fingerprinting at Internet Scale.},

  author={Panchenko, Andriy and Lanze, Fabian and Pennekamp, Jan and Engel, Thomas and Zinnen, Andreas and Henze, Martin and Wehrle, Klaus},

  booktitle={NDSS},

  year={2016}

}

```

### Dependency

```

Python 3.5 +

sklearn

```

### Dataset

Download `foreground.tar.gz` and `background.tar.gz` from [`http://lorre.uni.lu/~andriy/zwiebelfreunde/`](http://lorre.uni.lu/~andriy/zwiebelfreunde/) and extract files.

Then config your dataset path at `main.py`