beenhuang/website-fingerprinting

Survey of Website Fingerprinting Attacks & Defenses

This repository contains dataset, WF, and WFD source code.

Dataset

monitored website: mon
umonitored webiste: unmon
instance: inst
monitored webpages: page

1. Wang's dataset: https://www.cs.sfu.ca/~taowang/wf/20000.zip

   contains 20,000 inst, which consists of 50(mon)*200(inst)+10,000(unmon)*1(inst)

2. GoodEnough dataset: https://github.com/pylls/padding-machines-for-tor/tree/master/dataset

   contains 20,000 inst, which consist of 50(mon)*10(page)*20(inst)+10,000(unmon)*1(inst)

WF attacks source code

1. kNN: https://home.cse.ust.hk/~taow/wf/attacks/
2. CUMUL: https://www.informatik.tu-cottbus.de/~andriy/zwiebelfreunde/
3. k-FP: https://github.com/jhayes14/k-FP
4. DF: https://github.com/deep-fingerprinting/df/
5. var-CNN: https://github.com/sanjit-bhat/Var-CNN

WF defenses source code

1. WTF-PAD: https://github.com/wtfpad/wtfpad
2. Tamaraw: https://www.cs.sfu.ca/~taowang/wf/defenses/
3. Walkie-Talkie:

Others

1. infoleak: https://github.com/s0irrlor7m/InfoLeakWebsiteFingerprint

Contact

email: [email protected]

Any discussions, suggestions, and questions are welcome!