I Built an AI-Powered Cybersecurity Threat Detection System Using Python & Machine Learning 🚀

Hey DEV Community! 👋 I'm excited to share one of my recent projects: an AI-Powered Cybersecurity Threat Detection System. As a B.Tech. Computer Science student, I've been exploring Artificial Intelligence, Machine Learning, Web Development, and Cloud Computing. I wanted to bring some of these technologies together to build something practical. About the Project The goal was to develop a web-based application that uses Machine Learning to identify potentially malicious network activity and classify network traffic. Technologies Used Python – Core programming language Flask – Web application framework Scikit-learn – Machine Learning Random Forest – Classification algorithm Bootstrap 5 – Frontend design SQLite – Prediction history storage Render – Cloud deployment ✨ Key Features Network traffic analysis Individual threat prediction CSV-based batch analysis Dashboard with prediction summaries Prediction history Web-based interface ?