eric013 / stealthy-scraping-tools

Minimal set of tools to conduct stealthy scraping.

Stealthy Scraping Tools

Do not use puppeteer and playwright for scraping. Explanation.

We only use the CDP to obtain the page source and to get the absolute coordinates for an arbitrary CSS selector. That's all what is needed for efficient scraping.

1. To obtain the page source of the browser's current page. Implemented in page_source.js
2. To get the absolute coordinates for an arbitrary CSS selector. Implemented in coords.js

Mouse movements and typing is handled by pyautogui or other means, but not with JavaScript or with the CDP! Reason: Browser based mouse and keyboard emulation is very easy detectable!

Theory

1. Analyzing key strokes: TypeNet: Deep Learning Keystroke Biometrics
2. Research how to mimic human mouse movements: BeCAPTCHA-Mouse: Synthetic Mouse Trajectories and Improved Bot Detection

Full Example

The bot challenge that can be found here bot.incolumitas.com/#botChallenge will be solved in the following quick tutorial.

The example code can be found in example.py.

I am using an Ubuntu 18.04 system with Python3 (with pipenv) and a recent Node version.

The browser google-chrome must be installed.

Clone the repo:

git clone https://github.com/NikolaiT/stealthy-scraping-tools
cd stealthy-scraping-tools

Activate a pipenv environment with:

pipenv shell

Then install pyautogui:

pip install pyautogui

Install node modules:

npm install chrome-remote-interface

And then run the bot with:

python example.py

TODO

• Look at Kernel/OS level mouse/keyboard control commands (Ditch pyautogui)
• Use the math from ghost-cursor
• Create a set of typign recordings and use it to derive rules for bot writing