Fake Facebook Profile Detection Using Machine Learning | Python Final Year IEEE Project 2026

Fake Facebook Profile Detection Using Machine Learning | Python Final Year IEEE Project 2026. 🛒Buy Link: https://bit.ly/49xs4Uq (or) To buy this Python project Source Code in ONLINE, Contact: 🔗Email: [email protected], 🌐Website: https://www.jpinfotech.org 📌Our Proposed Project Title: Fake Facebook Profile Detection Using Machine Learning. 💡Implementation: Python. 🔬Algorithm / Model Used: Gradient Boosting Classifier, ExtraTrees Classifier, Stacking Classifier. 🌐Web Framework: Flask. 🖥️Frontend: HTML, CSS, JavaScript. 💰Cost (In Indian Rupees): Rs.3000/ 📘Project Abstract: 👉The rapid growth of online social networking platforms has significantly transformed digital communication, with Facebook being one of the most widely used platforms worldwide. 👉However, this growth has also led to a surge in fake profiles created for malicious purposes such as identity theft, phishing, spamming, misinformation dissemination, and online fraud. 👉Detecting such fake accounts has become a critical challenge, as they undermine user trust, compromise privacy, and negatively impact the credibility of social media ecosystems. 👉This project focuses on the automatic detection of fake Facebook profiles using machine learning techniques to enhance platform security and user safety. 🚀IEEE Base Paper Title: Enhancing Social Media User’s Trust: A Comprehensive Framework for Detecting Malicious Profiles Using Multi-Dimensional Analytics. 📍REFERENCE: SAILAJA TERUMALASETTI AND S. R. REEJA, “Enhancing Social Media User’s Trust: A Comprehensive Framework for Detecting Malicious Profiles Using Multi-Dimensional Analytics”, VOLUME 13, 2025. 🕑Timeline: 00:12 - Intro. 00:26 - IEEE Base Paper Concept. 01:50 - Our Proposed Project Abstract. 03:34 - Dataset Details. 05:18 - Existing System. 06:33 - Proposed System. 07:46 - System Architecture. 08:08 - System Requirements. 08:53 - Project Execution. 🏷️tags: #fakeprofile #cybersecurityproject #finalyearproject #machinelearning #python #fakeaccount #detection #cybersecurity #projectideas