Browser fingerprinting and bot detection

Links from https://incolumitas.com/2021/11/03/so-you-want-to-scrape-like-the-big-boys/

• CreepJS: https://github.com/abrahamjuliot/creepjs
• Browser Red Pills, Dan Boneh: https://www.usenix.org/system/files/conference/woot14/woot14-ho.pdf
• Browser Based Port Scanning, 2021: https://incolumitas.com/2021/01/10/browser-based-port-scanning/
• Google Picasso: https://research.google/pubs/pub45581/
• Font Fingerprinting: https://browserleaks.com/fonts
• TCP/IP Fingerprinting: https://github.com/NikolaiT/zardaxt
• TLS Fingerprinting: https://github.com/salesforce/ja3
• Behavioral Classification, 2021: https://incolumitas.com/2021/04/11/bot-detection-with-behavioral-analysis/
• Gyroscope API querying (device movement/rotation detection), 2021: https://incolumitas.com/2021/02/05/why-does-this-website-know-i-am-sitting-on-the-toilet/
• Fingerprinting without JavaScript using HTTP headers, CSS feature queries and Fonts: https://fingerprintjs.com/blog/disabling-javascript-wont-stop-fingerprinting/