The latest articles on DEV Community by Yash Mishra (@yashhmishraa). https://dev.to/yashhmishraa https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4232383%2F9b52435c-fe63-49bb-b793-a2678bd81df2.jpg https://dev.to/yashhmishraa en Yash Mishra Sat, 07 Nov 2026 16:04:48 +0000 https://dev.to/yashhmishraa/i-built-an-ai-powered-cybersecurity-threat-detection-system-using-python-machine-learning-4f27 https://dev.to/yashhmishraa/i-built-an-ai-powered-cybersecurity-threat-detection-system-using-python-machine-learning-4f27 <p>Hey DEV Community! 👋</p> <p>I'm excited to share one of my recent projects: an <strong>AI-Powered Cybersecurity Threat Detection System</strong>.</p> <p>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.</p> <p>About the Project</p> <p>The goal was to develop a web-based application that uses Machine Learning to identify potentially malicious network activity and classify network traffic.</p> <p>Technologies Used</p> <ul> <li> <strong>Python</strong> – Core programming language</li> <li> <strong>Flask</strong> – Web application framework</li> <li> <strong>Scikit-learn</strong> – Machine Learning</li> <li> <strong>Random Forest</strong> – Classification algorithm</li> <li> <strong>Bootstrap 5</strong> – Frontend design</li> <li> <strong>SQLite</strong> – Prediction history storage</li> <li> <strong>Render</strong> – Cloud deployment</li> </ul> <h3> ✨ Key Features </h3> <ul> <li>Network traffic analysis</li> <li>Individual threat prediction</li> <li>CSV-based batch analysis</li> <li>Dashboard with prediction summaries</li> <li>Prediction history</li> <li>Web-based interface</li> </ul> <h3> 🔗 Check Out My Project </h3> <p><strong>GitHub Repository:</strong><br><br> <a href="https://github.com/yashmishra8869/ai-cyber-threat-detector" rel="noopener noreferrer">https://github.com/yashmishra8869/ai-cyber-threat-detector</a></p> <p><strong>Live Demo:</strong><br><br> <a href="https://ai-cyber-threat-detector-is0r.onrender.com/" rel="noopener noreferrer">https://ai-cyber-threat-detector-is0r.onrender.com/</a></p> <p>I'm looking forward to improving this project, exploring new technologies, and building more interesting applications.</p> <p>I'd love to hear your feedback!</p> <p><strong>What would you improve or add to a project like this?</strong></p> <p>Let's connect, share knowledge, and keep building! 🚀</p> cybersecurity machinelearning python security