Custom Selenium Chromedriver | Zero-Config | Passes ALL bot mitigation systems (like Distil / Imperva/ Datadadome / CloudFlare IUAM)

Python APIs for web automation, testing, and bypassing bot-detection.

The All in One Framework to build Awesome Scrapers.

Automated OWASP CRS and Bad Bot Detection for Nginx, Apache, Traefik and HaProxy

A blazing fast, async-first, undetectable webscraping/web automation framework based on ultrafunkamsterdam/nodriver. Now with Docker support!

A Multi-relational Graph-Based Twitter Account Detection Benchmark

A drop-in replacement for playwright-python patched with rebrowser-patches. It allows to pass modern automation detection tests.

A custom Firefox Selenium-based Webdriver. Passes all bot mitigation systems

Python agent string parser based on Udger https://udger.com/products/local_parser

Caterpillar Proxy - The simple web debugging proxy (formerly, php-httpproxy)

implementation of "BotPercent: Estimating Bot Populations in Twitter Communities" at EMNLP 2023, findings

BirdSpotter is a python package which provides an influence and bot detection toolkit for twitter.

Protection of Web applications with behavioral biometrics – bot detection module

Python module for preventing detection of CDP in Selenium, Puppeteer, and Playwright.

🤖 In this work, we present our approach for the Author Profiling task of PAN 2019. The task is divided into two sub-problems, bot, and gender detection, for two different languages: English and Spanish.

Detect bots/crawlers/spiders via user-agent string

首届社交群体智能算法大赛 【赛题1：社交媒体舆论场虚假账号检测】第三名(0.8248)方案

Abuse Reporting System & IP/Network/ASN Risk-Databases

HAProxy (community) Lua Plugin for JA4 TLS Client-Fingerprinting

Project consisting of models, which predict if a twitter user is a Bot or not