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https://github.com/embeddinglayer/awesome-fingerprinting
A collection of browser fingerprinting projects, research, and resources. Intended as a way to aggregate research surrounding the subject.
https://github.com/embeddinglayer/awesome-fingerprinting
List: awesome-fingerprinting
automation browser-fingerprinting crawler device-fingerprint fingerprinting scraper security
Last synced: about 2 months ago
JSON representation
A collection of browser fingerprinting projects, research, and resources. Intended as a way to aggregate research surrounding the subject.
- Host: GitHub
- URL: https://github.com/embeddinglayer/awesome-fingerprinting
- Owner: embeddinglayer
- Created: 2024-06-27T18:16:35.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2024-11-24T04:13:39.000Z (2 months ago)
- Last Synced: 2024-11-24T05:19:18.139Z (2 months ago)
- Topics: automation, browser-fingerprinting, crawler, device-fingerprint, fingerprinting, scraper, security
- Homepage:
- Size: 14.6 KB
- Stars: 11
- Watchers: 1
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- ultimate-awesome - awesome-fingerprinting - A collection of browser fingerprinting projects, research, and resources. Intended as a way to aggregate research surrounding the subject. (Other Lists / Julia Lists)
README
# awesome-fingerprinting
> **Fingerprinting** is a practice in which websites identify a particular browser (and by extension, a particular user) by collecting and combining distinguishing features of the browser and underlying operating system. - [Mozilla](https://developer.mozilla.org/en-US/docs/Glossary/Fingerprinting)
## About
A collection of browser fingerprinting projects, research, and resources. Intended as a way to aggregate research surrounding the subject.
Please read the [contributions](#contribute) section before opening a pull request.
### Index
- [Libraries & Projects](#libraries--projects)
- [Sites](#sites)
- [Research](#research)
- [Fingerprinting](#fingerprinting-evasion)
- [Other](#other)
- [Contribute](#contribute)
## Libraries & Projects
| Library | Description |
| --------------------------------------------------------------- | -------------------------------------------------------------- |
| [FingerprintJS](https://github.com/fingerprintjs/fingerprintjs) | FingerprintJS open source library for fingerprinting browsers. |
| [CreepJS](https://github.com/abrahamjuliot/creepjs) | A compilation of browser fingerprinting research. |
| [Supercookie](https://github.com/jonasstrehle/supercookie) | Fingerprinting visitors via favicons |
| [TorZilla](https://github.com/arkenfox/TZP) | Fingerprinting Gecko based browsers |
| [TLS Fingerprinting](https://github.com/salesforce/ja3) | TLS Fingerprinting |
| [FingerprintJS BotD](https://github.com/fingerprintjs/BotD) | Bot detection library |
| [Website Fingerprinting Library](https://github.com/Xinhao-Deng/Website-Fingerprinting-Library) | Pytorch-based open-source library for website fingerprinting attacks |
## Sites
- [AmIUnique](https://amiunique.org/)
- [PixelScan](https://pixelscan.net/)
- [tls.peet.ws](https://tls.peet.ws/)
- [DeviceAndBrowserInfo](https://deviceandbrowserinfo.com/)
- [BrowserLeaks](https://browserleaks.com/)
- [Chrome Extension Fingerprinting](https://fpmon.github.io/fingerprinting-monitor/)
## Research
- [Blog: Detecting Privacy Badger](https://adtechmadness.wordpress.com/2020/03/27/detecting-privacy-badgers-canvas-fp-detection/)
- [Blog: Salesforce TLS Fingerprinting](https://engineering.salesforce.com/tls-fingerprinting-with-ja3-and-ja3s-247362855967/)
- [Pixel Perfect: Fingerprinting Canvas in HTML5](https://hovav.net/ucsd/dist/canvas.pdf)
- [Picasso: Lightweight Device Class Fingerprinting](https://dl.acm.org/doi/pdf/10.1145/2994459.2994467)
- [Fingerprinting Evasive Bots](https://arxiv.org/pdf/2406.07647)
- [Blog: How anti-fingerprinting extensions tend to make fingerprinting easier](https://palant.info/2020/12/10/how-anti-fingerprinting-extensions-tend-to-make-fingerprinting-easier/)
- [Blog: Detecting Headless Browsers](https://antoinevastel.com/javascript/2020/02/09/detecting-web-bots.html)
- [Blog: Detecting Puppeteer through JS Execution](https://antoinevastel.com/javascript/2019/06/10/monitor-js-execution.html)
- [WebGPU Fingerprinting Attacks](https://arxiv.org/pdf/2401.04349)
- [Who Touched My Browser Fingerprint](https://yinzhicao.org/fpmeasurement/imc20.pdf)
- [Quantifying the Fingerprintability of Browser Extensions](https://securitee.org/files/xhound-oakland17.pdf)
- [Fingerprinting in Style: Detecting Browser Extensions via Injected Style Sheets](https://www.usenix.org/conference/usenixsecurity21/presentation/laperdrix)
- [Cookieless Monster](http://consideredharmful.info/papers/Paper%20-%20Hot%20Topics%20in%20Computer%20Security%20-%20Cookieless%20Monster.pdf)
- [Blog: Browser Finerprinting via CSS](https://fingerprint.com/blog/disabling-javascript-wont-stop-fingerprinting/)
- [Blog: nullpt.rs](https://www.nullpt.rs/)
- [Blog: http2 Fingerprinting](https://www.trickster.dev/post/understanding-http2-fingerprinting/)
- [One Million Site Tracking Measurements](https://www.cs.princeton.edu/~arvindn/publications/OpenWPM_1_million_site_tracking_measurement.pdf)
- [DeepFPD: Browser Fingerprinting Detection via Deep Learning](https://ieeexplore.ieee.org/abstract/document/10431413)
- [The Devil is in the Details: Detection, Measurement and Lawfulness of Server-Side Tracking on the Web](https://hal.science/hal-04617727v1/document)
## Fingerprinting Evasion
| Library | Description | Language |
| ------------------------------------------------------------------------------------------ | ----------------------------------------------------------------------------- | ---------- |
| [FingerprintSuite](https://github.com/apify/fingerprint-suite) | Evade browser fingerprinting for headless browsers. | Typescript |
| [Undetected Chromedriver](https://github.com/ultrafunkamsterdam/undetected-chromedriver) | Modified selenium thats intended to bypass common headless browser checks | Python |
| [PuppeteerExtra](https://github.com/berstend/puppeteer-extra) | Puppeteer extensions to evade common detections | Typescript |
| [Puppeteer With Fingerprints](https://github.com/CheshireCaat/puppeteer-with-fingerprints) | Puppeteer library to modify the browser fp | Javascript |
| [FakeBrowser](https://github.com/kkoooqq/fakebrowser) | Headless Browser Anti-detect | Javascript |
| [JS Shelter](https://github.com/polcak/jsrestrictor) | Extension to restrict the information gathered through browser fingerprinting | Javascript |
| [Privacy Badger](https://github.com/EFForg/privacybadger) | Extension to block basic fingerprinting techniques | Javascript |
| [Chameleon](https://github.com/ghostwords/chameleon) | Deprecated: Extension for blocking browser fingerprinting | Javascript |
| [uTLS](https://github.com/refraction-networking/utls) | TLS Impersonation Library | Golang |
| [TLS Client](https://github.com/bogdanfinn/tls-client) | Built on top of uTLS offers a simpler wrapper with more profiles | Golang |
| [Curl Impersonate](https://github.com/lwthiker/curl-impersonate) | TLS Impersonation | Python |
| [Reqwest Impersonate](https://github.com/0x676e67/reqwest-impersonate) | TLS Impersonation | Rust |
| [PRIMP](https://github.com/deedy5/primp) | TLS Impersonation | Rust |
## Other
- [Brave Anti-Fingerprinting Wiki](https://github.com/brave/brave-browser/wiki/Fingerprinting-Protections)
- [Ungoogled Chromium FP Patches](https://github.com/ungoogled-software/ungoogled-chromium/blob/07e4bdd1da038c7a4423637e6e00ffdbe1695581/patches/extra/bromite/flag-fingerprinting-canvas-image-data-noise.patch#L31)
- [Fingerprint Guidance](https://w3c.github.io/fingerprinting-guidance/)
## Contribute
Contributions are welcome. Please follow the general format when creating a pull request.