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# De-anonymization Tools
- URL: https://www.fieldnotes.wtf/de-anonymization-tools/
- Published: 2023-01-22T12:00:00.000Z
- Updated: 2026-07-01T20:58:45.000Z
- Author: Zach Rogers
- Tags: notes

Below is a list of tools, articles, and research related to de-anonymization, as well as some anonymization specific tooling designed to counter de-anonymization methods. This list will grow as I come across more things.

Shout out to [sizeof(cat)](https://sizeof.cat/post/de-anonymization-tools/?ref=fieldnotes.wtf) who posted an initial list that I am using as starting point as I explore this are of research more.

- [Bluetooth detection and de-anonymization tool](https://github.com/bsnet/btsniffer?ref=fieldnotes.wtf)
- [Data analysis and de-anonymization](https://github.com/bsnsk/deanonymization?ref=fieldnotes.wtf)
- [De-anonymize ISP trajectories using external information](https://github.com/whd14/De-anonymization-of-Mobility-Trajectories?ref=fieldnotes.wtf)
- [Cross-Layer de-anonymization methods in the Lightning protocol](https://github.com/MatteoRomiti/Lightning-Network-Deanonymization?ref=fieldnotes.wtf)
- [Password-conditioned Face Identity Transformer](https://github.com/laoreja/face-identity-transformer?ref=fieldnotes.wtf)
- [Traffic de-anonymization, including Tor](https://github.com/llotneb/EECS588%5FAttack%5FPresentation?ref=fieldnotes.wtf)
- [Network traffic level sensitive information removal](https://github.com/IngegnerLightyear/Alpha-MON?ref=fieldnotes.wtf)
- [TCP ISN CPU leak protection tool](https://github.com/Kicksecure/tirdad?ref=fieldnotes.wtf)
- [De-anonymizing Crypto Addresses](https://github.com/herrBez/Nduja?ref=fieldnotes.wtf)
- [Implementing privacy protection engineering](https://github.com/zachChilders/deanonymization?ref=fieldnotes.wtf)
- [VPN detection projects across Github](https://github.com/topics/vpn-detection?ref=fieldnotes.wtf)
- [Novel Techniques for User De-anonymization Attacks](https://0xsobky.github.io/novel-deanonymization-techniques/?ref=fieldnotes.wtf)
- [Keystroke anonymization kernel](https://github.com/vmonaco/kloak/?ref=fieldnotes.wtf)
- [De-anonymizing Tor or VPN users with website fingerprinting and machine learning](https://github.com/wisepythagoras/website-fingerprinting?ref=fieldnotes.wtf)
- [Profiling and de-anonymizing Ethereum users](https://github.com/ferencberes/ethereum-privacy?ref=fieldnotes.wtf)
- [VPN Detection in the browser using JavaScript](https://github.com/dubniczky/VPN-Detect?ref=fieldnotes.wtf)

`<3 Zach`