This research introduces a specialized machine learning pipeline for identifying fake accounts and bots on Twitter that spread false information.

• Implements a semi-automatic machine learning pipeline (SAMLP) to streamline model development
• Creates BotArtist, a comprehensive bot detection model specifically for Twitter
• Addresses critical security challenges in social media information integrity
• Provides a framework to combat manipulation and disinformation campaigns

This research is vital for cybersecurity professionals working to protect social platforms from automated manipulation. The approach helps maintain information integrity and trust in online discourse.

BotArtist: Generic approach for bot detection in Twitter via semi-automatic machine learning pipeline